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A showcase of ÉTS researchers’ publications and other contributions
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The research group is "LIVIA - Laboratoire d'imagerie, de vision et d'intelligence artificielle"

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Group by: Year | Item Type | No order
Number of items: 1384.

Li, Yun, Naoi, Satoshi, Cheriet, Mohamed and Suen, Ching Y.. 2004. « A segmentation method for touching italic characters ». In 17th International Conference on Pattern Recognition (ICPR) (Cambridge, United kingdom, Aug. 23-26, 2004) pp. 594-597. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 11.

Ko, Albert Hung-Ren, Jousselme, Anne-Laure, Sabourin, Robert and Gagnon, François. 2015. « A dominance-based stepwise approach for sensor placement optimization ». Applied Soft Computing, vol. 28. pp. 466-482.
Compte des citations dans Scopus : 5.

Martins, J. G., Oliveira, L. S., Britto, A. S. and Sabourin, Robert. 2015. « Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation ». Machine Vision and Applications, vol. 26, nº 2-3. pp. 279-293.
Compte des citations dans Scopus : 25.

De-la-Torre, Miguel, Granger, Éric, Radtke, Paulo V. W., Sabourin, Robert and Gorodnichy, Dmitry O.. 2015. « Partially-supervised learning from facial trajectories for face recognition in video surveillance ». Information Fusion, vol. 24. pp. 31-53.
Compte des citations dans Scopus : 55.

Eskander, George S., Sabourin, Robert and Granger, Éric. 2014. « A bio-cryptographic system based on offline signature images ». Information Sciences, vol. 259. pp. 170-191.
Compte des citations dans Scopus : 29.

Rabil, Bassem S., Sabourin, Robert and Granger, Éric. 2014. « Rapid blockwise multi-resolution clustering of facial images for intelligent watermarking ». Machine Vision and Applications, vol. 25, nº 2. pp. 277-300.
Compte des citations dans Scopus : 2.

Britto Jr, Alceu S., Sabourin, Robert and Oliveira, Luiz E. S.. 2014. « Dynamic selection of classifiers-A comprehensive review ». Pattern Recognition, vol. 47, nº 11. pp. 3665-3680.
Compte des citations dans Scopus : 274.

Radtke, Paulo V. W., Granger, Éric, Sabourin, Robert and Gorodnichy, Dmitry O.. 2014. « Skew-sensitive boolean combination for adaptive ensembles - An application to face recognition in video surveillance ». Information Fusion, vol. 20, nº 1. pp. 31-48.
Compte des citations dans Scopus : 21.

Pagano, C., Granger, Éric, Sabourin, Robert, Marcialis, G. L. and Roli, F.. 2014. « Adaptive ensembles for face recognition in changing video surveillance environments ». Information Sciences, vol. 286. pp. 75-101.
Compte des citations dans Scopus : 36.

De-la-Torre, M., Granger, Eric, Radtke, P., Sabourin, R. and Gorodnichy, D. O.. 2014. « Self-updating with facial trajectories for video-to-video face recognition ». In 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) pp. 1669-1674. Los Alamitos, CA, USA : IEEE Computer Society.
Compte des citations dans Scopus : 1.

Bashbaghi, Saman, Granger, Eric, Sabourin, Robert and Bilodeau, Guillaume-Alexandre. 2014. « Watch-list screening using ensembles based on multiple face representations ». In Proceedings - International Conference on Pattern Recognition (Stockholm, Sweden, Aug. 24-28, 2014) pp. 4489-4494. IEEE.
Compte des citations dans Scopus : 14.

Bertolini, D., Oliveira, L. S., Justino, E. and Sabourin, Robert. 2014. « Assessing textural features for writer identification on different writing styles and forgeries ». In 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) pp. 268-272. Los Alamitos, CA, USA : IEEE Computer Society.
Compte des citations dans Scopus : 1.

Cruz, R. M. O., Sabourin, Robert and Cavalcanti, G. D. C.. 2014. « On meta-learning for dynamic ensemble selection ». In 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014) pp. 1230-1235. Los Alamitos, CA, USA : IEEE Computer Society.
Compte des citations dans Scopus : 18.

Beauchemin-Turcotte, M., Gauthier, Guy and Sabourin, Robert. 2014. « Design of fuzzy terminal iterative learning control based on internal model control ». In 2014 22nd Mediterranean Conference on Control and Automation (MED) (Palermo, Italy, June 16-19, 2014) pp. 463-468. Piscataway, N. J., USA : IEEE.

Pagano, Christophe, Granger, Éric, Sabourin, Robert, Marcialis, Gian Luca and Roli, Fabio. 2014. « Dynamic weighted fusion of adaptive classifier ensembles based on changing data streams ». In Artificial Neural Networks in Pattern Recognition. 6th IAPR TC 3 International Workshop, ANNPR 2014. Proceedings (Montreal, QC, Canada, Oct. 6-8, 2014) Coll. « Lecture Notes in Computer Science », vol. 8774. pp. 105-116. Cham, Switzerland : Springer International Publishing.
Compte des citations dans Scopus : 2.

Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2014. « Analyzing dynamic ensemble selection techniques using dissimilarity analysis ». In Artificial Neural Networks in Pattern Recognition : 6th IAPR TC 3 International Workshop, ANNPR 2014, Montreal, QC, Canada, October 6-8, 2014. Proceedings (Montreal, QC, Canada, Oct. 6-8, 2014) Coll. « Lecture Notes in Computer Science », vol. 8774. pp. 59-70. Cham, Switzerland : Springer International Publishing.
Compte des citations dans Scopus : 11.

Cardinal, Patrick, Dumouchel, Pierre and Boulianne, Gilles. 2013. « Large vocabulary speech recognition on parallel architectures ». IEEE Transactions on Audio, Speech and Language Processing, vol. 21, nº 11. pp. 2290-2300.
Compte des citations dans Scopus : 4.

Bertolini, D., Oliveira, L. S., Justino, E. and Sabourin, Robert. 2013. « Texture-based descriptors for writer identification and verification ». Expert Systems with Applications, vol. 40, nº 6. pp. 2069-2080.
Compte des citations dans Scopus : 151.

Rivard, Dominique, Granger, Éric and Sabourin, Robert. 2013. « Multi-feature extraction and selection in writer-independent off-line signature verification ». International Journal on Document Analysis and Recognition, vol. 16, nº 1. pp. 83-103.
Compte des citations dans Scopus : 78.

Cruz, R. M. O., Cavalcanti, G. D. C., Ing Ren, Tsang and Sabourin, Robert. 2013. « Feature representation selection based on Classifier Projection Space and Oracle analysis ». Expert Systems with Applications, vol. 40, nº 9. pp. 3813-3827.
Compte des citations dans Scopus : 15.

Ko, Albert Hung-Ren and Sabourin, Robert. 2013. « Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison ». Expert Systems with Applications, vol. 40, nº 9. pp. 3606-3622.
Compte des citations dans Scopus : 9.

Vellasques, Eduardo, Sabourin, Robert and Granger, Éric. 2013. « DS-DPSO: A dual surrogate approach for intelligent watermarking of bi-tonal document image streams ». Expert Systems with Applications, vol. 40, nº 13. pp. 5240-5259.
Compte des citations dans Scopus : 2.

Vellasques, E., Sabourin, Robert and Granger, Éric. 2013. « Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations ». Applied Soft Computing, vol. 13, nº 6. pp. 3130-3148.
Compte des citations dans Scopus : 22.

Samet, Saeed, Miri, Ali and Granger, Éric. 2013. « Incremental learning of privacy-preserving Bayesian networks ». Applied Soft Computing, vol. 13, nº 8. pp. 3657-3667.
Compte des citations dans Scopus : 13.

Ribas, F. C., Oliveira, L. S., Britto, A. S. and Sabourin, Robert. 2013. « Handwritten digit segmentation: a comparative study ». International Journal on Document Analysis and Recognition, vol. 16, nº 2. pp. 127-137.
Compte des citations dans Scopus : 30.

Eskander, George S., Sabourin, Robert and Granger, Éric. 2013. « Hybrid writer-independent writer-dependent offline signature verification system ». [Conference paper]. IET Biometrics, vol. 2, nº 4. pp. 169-181.
Compte des citations dans Scopus : 70.

Rabil, Bassem S., Tliba, Safa, Granger, Éric and Sabourin, Robert. 2013. « Securing high resolution grayscale facial captures using a blockwise coevolutionary GA ». Expert Systems with Applications, vol. 40, nº 17. pp. 6693-6706.
Compte des citations dans Scopus : 5.

Connolly, Jean-François, Granger, Éric and Sabourin, Robert. 2013. « Evolving classifier ensembles using dynamic multi-objective swarm intelligence ». In Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods (Barcelona, Spain, Feb. 15-18, 2013) pp. 206-215. SciTePress.

Eskander, George S., Sabourin, Robert and Granger, Éric. 2013. « On the dissimilarity representation and prototype selection for signature-based bio-cryptographic systems ». In Similarity-Based Pattern Recognition : Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings (York, UK, July 3-5, 2013) Coll. « Lecture Notes in Computer Science », vol. 7953. pp. 265-280. Heidelberg, Germany : Springer Verlag.
Compte des citations dans Scopus : 7.

Carbonneau, M. A., Gagnon, Ghyslain, Sabourin, Robert and Dubois, J.. 2013. « Recognition of blowing sound types for real-time implementation in mobile devices ». In 2013 IEEE 11th International New Circuits and Systems Conference (NEWCAS) (Paris, France, June 16-19, 2013) Piscataway, N. J., USA : IEEE.
Compte des citations dans Scopus : 4.

Eskander, George S., Sabourin, Robert and Granger, Éric. 2013. « A dissimilarity-based approach for biometric fuzzy vaults - Application to handwritten signature images ». In New Trends in Image Analysis and Processing - ICIAP 2013 International Workshops, Naples, Italy, September 9-13, 2013. Proceedings (Naples, Italy, Sept. 9-13, 2013) Coll. « Lecture Notes in Computer Science », vol. 8158. pp. 95-102. Heidelberg, Germany : Springer Verlag.
Compte des citations dans Scopus : 5.

De-la-Torre, M., Granger, Éric, Sabourin, Robert and Gorodnichy, D. O.. 2013. « An Individual-Specific Strategy for Management of Reference Data in Adaptive Ensembles for Person Re-Identification ». In 5th International Conference on Imaging for Crime Detection and Prevention (ICDP 2013) (London, UK, Dec. 16-17, 2013) Stevenage, UK : IET.
Compte des citations dans Scopus : 4.

Dewan, M. Ali Akber, Granger, Éric, Roli, F., Sabourin, Robert and Marcialis, G. L.. 2013. « Comparison of adaptive appearance methods for tracking faces in video surveillance ». In 5th International Conference on Imaging for Crime Detection and Prevention, ICDP 2013 (London, UK, Dec. 16-17, 2013) Institution of Engineering and Technology.
Compte des citations dans Scopus : 5.

Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert. 2012. « Adaptive ROC-based ensembles of HMMs applied to anomaly detection ». Pattern Recognition, vol. 45, nº 1. pp. 208-230.
Compte des citations dans Scopus : 38.

Batista, L., Granger, E. and Sabourin, R.. 2012. « Dynamic selection of generative-discriminative ensembles for off-line signature verification ». Pattern Recognition, vol. 45, nº 4. pp. 1326-1340.
Compte des citations dans Scopus : 71.

Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert. 2012. « A survey of techniques for incremental learning of HMM parameters ». Information Sciences, vol. 197. pp. 105-130.
Compte des citations dans Scopus : 80.

P.R., Cavalin, Robert, Sabourin and C.Y., Suen. 2012. « LOGID : An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs ». [Conference paper]. Pattern Recognition, vol. 45, nº 9. pp. 3544-3556.
Compte des citations dans Scopus : 39.

Connolly, J. F., Granger, E. and Sabourin, R.. 2012. « Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition ». Pattern Recognition, vol. 45, nº 7. pp. 2460-2477.
Compte des citations dans Scopus : 28.

Connolly, Jean-François, Granger, Éric and Sabourin, Robert. 2012. « An adaptive classification system for video-based face recognition ». Information Sciences, vol. 192. pp. 50-70.
Compte des citations dans Scopus : 63.

Latombe, Guillaume, Granger, Éric and Dilkes, Fred A.. 2012. « Graphical EM for on-line learning of grammatical probabilities in radar electronic support ». Applied Soft Computing, vol. 12, nº 8. pp. 2362-2378.
Compte des citations dans Scopus : 3.

Kapp, Marcelo N., Sabourin, Robert and Maupin, Patrick. 2012. « A dynamic model selection strategy for support vector machine classifiers ». Applied Soft Computing, vol. 12, nº 8. pp. 2550-2565.
Compte des citations dans Scopus : 53.

Vriesmann, Leila Maria, De Souza Britto Jr, Alceu, De Oliveira, Luiz Eduardo Soares, Sabourin, Robert and Ko, Albert Houng-Ren. 2012. « Improving a dynamic ensemble selection method based on oracle information ». International Journal of Innovative Computing and Applications, vol. 4, nº 3-4. pp. 184-200.
Compte des citations dans Scopus : 3.

Granger, Éric, Khreich, W., Sabourin, Robert and Gorodnichy, D. O.. 2012. « Fusion of biometric systems using Boolean combination: an application to iris-based authentication ». International Journal of Biometrics, vol. 4, nº 3. pp. 291-315.
Compte des citations dans Scopus : 7.

Hanusiak, R. K., Oliveira, L. S., Justino, E. and Sabourin, R.. 2012. « Writer verification using texture-based features ». International Journal on Document Analysis and Recognition, vol. 15, nº 3. pp. 213-226.
Compte des citations dans Scopus : 52.

Cardinal, Patrick, Boulianne, Gilles and Dumouchel, Pierre. 2012. « Using A* for the parallelization of speech recognition systems ». In 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Kyoto, Japan, Mar. 25-30, 2012) pp. 4433-4436. Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 1.

Cardinal, Patrick, Boulianne, Gilles and Dumouchel, Pierre. 2012. « The A* speech recognition system on parallel architectures ». In 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) pp. 108-113. Washington, DC : IEEE Computer Society.
Compte des citations dans Scopus : 1.

Coetzer, Johannes, Swanepoel, Jacques and Sabourin, Robert. 2012. « Efficient cost-sensitive human-machine collaboration for offline signature verification ». In Document Recognition and Retrieval XIX (Burlingame, CA, USA, Jan. 25-26, 2012 ) Coll. « Proceedings of SPIE », vol. 8297. Burlingame, CA, USA : SPIE.
Compte des citations dans Scopus : 10.

Pagano, Christophe, Granger, Éric, Sabourin, Robert and Gorodnichy, Dmitry O.. 2012. « Detector ensembles for face recognition in video surveillance ». In The 2012 International Joint Conference on Neural Networks (IJCNN) (Brisbane, Australia, June 10-15, 2012) Piscataway, N.J. : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 35.

De-la-Torre, M., Granger, Éric, Radtke, P. V. W., Sabourin, Robert and Gorodnichy, D. O.. 2012. « Incremental update of biometric models in face-based video surveillance ». In The 2012 International Joint Conference on Neural Networks (IJCNN) (Brisbane, Australia, June 10-15, 2012) Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 9.

Vellasques, Eduardo, Sabourin, Robert and Granger, Éric. 2012. « Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems ». In GECCO'12 : Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference (Philadelphia, PA, USA, July 7-11, 2012) pp. 73-80. New York, N.Y. : Association for Computing Machinery.
Compte des citations dans Scopus : 11.

Levesque, Julien-Charles, Durand, Audrey, Gagne, Christian and Sabourin, Robert. 2012. « Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space ». In GECCO'12 : Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference (Philadelphia, PA, USA, July 7-11, 2012) pp. 879-886. New-York, NY : Association for Computing Machinery.
Compte des citations dans Scopus : 21.

Marcialis, Gian Luca, Didaci, Luca, Pisano, Alessandro, Granger, Éric and Roli, Fabio. 2012. « Why template self-update should work in biometric authentication systems? ». In 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) pp. 1086-1091. Washington, DC : IEEE Computer Society.
Compte des citations dans Scopus : 5.

Eskander, George S., Sabourin, Robert and Granger, Éric. 2012. « Adaptation of writer-independent systems for offline signature verification ». In 2012 International Conference on Frontiers in Handwriting Recognition (ICFHR) (Bari, Italy, Sept.18-20, 2012) pp. 434-439. Los Alamitos, CA : IEEE Computer Society.
Compte des citations dans Scopus : 10.

De-la-Torre, M., Radtke, P. V. W., Granger, Éric, Sabourin, Robert and Gorodnichy, D. O.. 2012. « A comparison of adaptive matchers for screening of faces in video surveillance ». In 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications (CISDA) (Ottawa, ON, Canada, July 11-13, 2012) Piscataway, NJ, USA : IEEE.
Compte des citations dans Scopus : 2.

Connolly, Jean-François, Granger, Éric and Sabourin, Robert. 2012. « On the correlation between genotype and classifier diversity ». In 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) pp. 1068-1071. Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 1.

Radtke, Paulo V. W., Granger, Éric, Sabourin, Robert and Gorodnichy, Dmitry. 2012. « Adaptive selection of ensembles for imbalanced class distributions ». In 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) pp. 2980-2984. Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 1.

Martins, J. G., Oliveira, L. S. and Sabourin, Robert. 2012. « Combining textural descriptors for forest species recognition ». In 38th Annual Conference on IEEE Industrial Electronics Society, IECON 2012 (Montreal, QC, Canada, Oct. 25-28, 2012) pp. 1483-1488. Washington, DC : IEEE Computer Society.
Compte des citations dans Scopus : 16.

Rattani, Ajita, Marcialis, Gian Luca, Granger, Éric and Roli, Fabio. 2012. « A dual-staged classification-selection approach for automated update of biometric templates ». In 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) pp. 2972-2975. Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 15.

Ribas, Felipe, Oliveira, Luiz S., Britto Jr, Alceu S. and Sabourin, Robert. 2012. « Assessing handwitten digit segmentation algorithms ». In SAC 2012 Proceedings of the 27th Annual ACM Symposium on Applied Computing (Trento, Italy, Mar. 26-30, 2012) pp. 772-776. Association for Computing Machinery.

Vellasques, Eduardo, Sabourin, Robert and Granger, Éric. 2011. « A high throughput system for intelligent watermarking of bi-tonal images ». Applied Soft Computing, vol. 11, nº 8. pp. 5215-5229.
Compte des citations dans Scopus : 20.

Hirabara, Luciane Y., Aires, Simone B. K., Freitas, Cinthia O. A., Britto Jr, Alceu S. and Sabourin, Robert. 2011. « Dynamic zoning selection for handwritten character recognition ». In 16th Iberoamerican Congress on Pattern Recognition (CIARP) (Pucon, Chile, Nov. 15-18, 2011) Coll. « Lecture Notes in Computer Science », vol. 7042. pp. 507-514. Berlin, Germany : Springer Verlag.
Compte des citations dans Scopus : 5.

Rabil, Bassem S., Sabourin, Robert and Granger, Éric. 2011. « Impact of watermarking on offline signature verification in intelligent bio-watermarking systems ». In IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011) pp. 13-20. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 4.

Connolly, Jean-François, Granger, Éric and Sabourin, Robert. 2011. « Comparing dynamic PSO algorithms for adapting classifier ensembles in video-based face recognition ». In IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011) pp. 1-8. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 1.

Eskander, George S., Sabourin, Robert and Granger, Éric. 2011. « Signature based Fuzzy Vaults with boosted feature selection ». In IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011) pp. 131-138. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 10.

Gorodnichy, Dmitry O., Dubrofsky, Elan, Hoshino, Richard, Khreich, Wael, Granger, Éric and Sabourin, Robert. 2011. « Exploring the upper bound performance limit of iris biometrics using score calibration and fusion ». In IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011) pp. 54-61. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 3.

Batista, Luana, Granger, Éric and Sabourin, Robert. 2011. « Dynamic ensemble selection for off-line signature verification ». In 10th International Workshop on Multiple Classifier Systems (MCS) (Naples, Italy, June 15-17, 2011) Coll. « Lecture Notes in Computer Science », vol. 6713. pp. 157-166. Germany : Springer Verlag.
Compte des citations dans Scopus : 5.

Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert. 2011. « Incremental boolean combination of classifiers ». In 10th International Workshop on Multiple Classifier Systems (MCS) (Naples, Italy, June 15-17, 2011) Coll. « Lecture Notes in Computer Science », vol. 6713. pp. 340-349. Germany : Springer Verlag.

Dos Santos, Eulanda M. and Sabourin, Robert. 2011. « Classifier ensembles optimization guided by population oracle ». In IEEE Congress of Evolutionary Computation (CEC) (New Orleans, LA, USA, June 5-8, 2011) pp. 693-698. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 5.

Rabil, Bassem S., Sabourin, Robert and Granger, Éric. 2011. « Watermarking stack of grayscale face images as dynamic multi-objective optimization problem ». In International Conference on Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry (New York, NY, USA, Aug. 30-Sept. 3, 2011) pp. 63-77. Germany : IbaI Publishing.
Compte des citations dans Scopus : 7.

Lepage, Richard and Granger, Éric. 2011. « Méthodes d'évaluation de l'achalandage du quartier des spectacles : étape 1 : revue de documentation ». Coll. « Rapport technique (École de technologie supérieure) », vol. ETS-RT-2011-002. Montréal, Canada : École de technologie supérieure. 41 p.

Batista, Luana, Granger, Éric and Sabourin, Robert. 2010. « Improving performance of HMM-based off-line signature verification systems through a multi-hypothesis approach ». International Journal on Document Analysis and Recognition, vol. 13, nº 1. pp. 33-47.
Compte des citations dans Scopus : 13.

Bertolini, D., Oliveira, Luis S., Justino, Edson José Rodrigues and Sabourin, Robert. 2010. « Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers ». Pattern Recognition, vol. 43, nº 1. pp. 387-396.
Compte des citations dans Scopus : 168.

Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert. 2010. « On the memory complexity of the forward-backward algorithm ». Pattern Recognition Letters, vol. 31, nº 2. pp. 91-99.
Compte des citations dans Scopus : 39.

Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert. 2010. « Iterative Boolean combination of classifiers in the ROC space : an application to anomaly detection with HMMs ». Pattern Recognition, vol. 43, nº 8. pp. 2732-2752.
Compte des citations dans Scopus : 90.

Hanusiak, Regiane Kowalek, Justino, Edson José Rodrigues, Oliveira, Luiz Soares and Sabourin, Robert. 2010. « Identificação da Autoria de Manuscritos com Base em Atributos Genéticos e Genéricos da Escrita ». Revista de Informática Teórica e Aplicada , vol. 17, nº 2. pp. 193-209.

Batista, Luana, Granger, Éric and Sabourin, Robert. 2010. « A multi-classifier system for off-line signature verification based on dissimilarity representation ». In 9th International Workshop on Multiple Classifier Systems (MCS) (Cairo, Egypt, Apr. 7-9, 2010) Coll. « Lecture Notes in Computer Science », vol. 5997. pp. 264-273. Berlin, Germany : Springer Verlag.
Compte des citations dans Scopus : 5.

Cavalin, Paulo Rodrigo, Sabourin, Robert and Suen, Ching Y.. 2010. « Dynamic selection of ensembles of classifiers using contextual information ». In 9th International Workshop on Multiple Classifier Systems (MCS) (Cairo, Egypt, Apr. 7-9, 2010) Coll. « Lecture Notes in Computer Science », vol. 5997. pp. 145-154. Berlin, Germany : Springer Verlag.
Compte des citations dans Scopus : 16.

Vriesmann, Leila Maria, Britto, Alceu de Souza, Oliveira, Luiz S., Sabourin, Robert and Ko, Albert Hung-Ren. 2010. « Using additional neighborhood information in a dynamic ensemble selection method : improving the KNORA approach ». In 17th International Conference on Systems, Signals and Image Processing (IWSSIP) (Rio de Janeiro, Brazil, June 17-19, 2010)

Batista, Luana, Granger, Éric and Sabourin, Robert. 2010. « Applying dissimilarity representation to off-line signature verification ». In 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) pp. 1293-1297. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 18.

Connolly, Jean-François, Granger, Éric and Sabourin, Robert. 2010. « An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification ». In IEEE Congress on Evolutionary Computation (Barcelona, Spain, July 18-23, 2010) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 6.

Kapp, Marcelo N., Sabourin, Robert and Maupin, Patrick. 2010. « Adaptive incremental learning with an ensemble of support vector machines ». In 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) pp. 4048-4051. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 9.

Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert. 2010. « Boolean combination of classifiers in the ROC space ». In 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) pp. 4299-4303. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 9.

Paula Filho, P. L., Oliveira, Luis S., Britto, Alceu de Souza and Sabourin, Robert. 2010. « Forest species recognition using color-based features ». In 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010) pp. 4178-4181. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 37.

Rabil, Bassem S., Sabourin, Robert and Granger, Éric. 2010. « Intelligent watermarking with multi-objective population based incremental learning ». In 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP) (Darmstadt, Germany, Oct. 15-17, 2010) pp. 131-134. Los Alamitos, CA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 6.

Vellasques, Eduardo , Sabourin, Robert and Granger, Éric. 2010. « Intelligent watermarking of document images as a dynamic optimization problem ». In 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP) (Darmstadt, Germany, Oct. 15-17, 2010) pp. 139-142. Los Alamitos, CA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 3.

Ko, Albert Hung-Ren, Sabourin, Robert and Britto, Alceu de Souza. 2009. « Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer ». Pattern Analysis and Applications, vol. 12, nº 1. pp. 21-35.
Compte des citations dans Scopus : 6.

Ko, Albert Hung-Ren, Sabourin, Robert and Britto, Alceu De Souza. 2009. « Compound diversity functions for ensemble selection ». International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, nº 4. pp. 659-686.
Compte des citations dans Scopus : 19.

Radtke, Paulo V. W., Wong, Tony and Sabourin, Robert. 2009. « Solution over-fit control in evolutionary multiobjective optimization of pattern classification systems ». International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, nº 6. pp. 1107-1127.
Compte des citations dans Scopus : 6.

Ko, Albert Hung-Ren, Cavalin, Paulo Rodrigo, Sabourin, Robert and Britto, Alceu de Souza. 2009. « Leave-one-out-training and leave-one-out-testing hidden markov models for a handwritten numeral recognizer : the implications of a single classifier and multiple classifications ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 31, nº 12. pp. 2168-2178.
Compte des citations dans Scopus : 22.

Cavalin, Paulo Rodrigo, Sabourin, Robert, Suen, Ching Y. and Britto, Alceu de Souza. 2009. « Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters ». Pattern Recognition, vol. 42, nº 12. pp. 3241-3253.
Compte des citations dans Scopus : 20.

Bengherabi, Messaoud, Mezai, Lamia, Harizi, Farid, Guessoum, Abderrazak and Cheriet, Mohamed. 2009. « 2DPCA-based techniques in DCT domain for face recognition ». International Journal of Intelligent Systems Technologies and Applications, vol. 7, nº 3. pp. 243-265.
Compte des citations dans Scopus : 1.

Fnaiech, Nader, Fnaiech, Farhat, Jervis, B. W. and Cheriet, Mohamed. 2009. « The combined statistical stepwise and iterative neural network pruning algorithm ». Intelligent Automation & Soft Computing, vol. 15, nº 4. pp. 573-589.
Compte des citations dans Scopus : 15.

Bergamini, Cheila, Oliveira, Luis S., Koerich, Alessandro L. and Sabourin, Robert. 2009. « Combining different biometric traits with one-class classification ». Signal Processing, vol. 89, nº 11. pp. 2117-2127.
Compte des citations dans Scopus : 44.

Pimenta, André, Justino, Edson José Rodrigues, Oliveira, Luis S. and Sabourin, Robert. 2009. « Document reconstruction using dynamic programming ». In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Taipei, Taiwan, April 19-24, 2009) pp. 1393-1396. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 12.

Khreich, Wael, Granger, Éric, Sabourin, Robert and Miri, Ali. 2009. « Combining hidden Markov models for improved anomaly detection ». In IEEE International Conference on Communications (ICC) (Dresden, Germany, June 14-18, 2009) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 29.

Kapp, Marcelo N., Sabourin, Robert and Maupin, Patrick. 2009. « A PSO-based framework for dynamic SVM model selection ». In 11th Annual Genetic and Evolutionary Computation Conference (GECCO) (Montréal, Canada, July 8-12, 2009) pp. 1227-1234. New York, NY, USA : Association for Computing Machinery.
Compte des citations dans Scopus : 15.

Batista, Luana, Granger, Éric and Sabourin, Robert. 2009. « A multi-hypothesis approach for off-line signature verification with HMMs ». In 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) pp. 1315-1319. Washington, D.C. : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 3.

Santos, Murilo, Ko, Albert Hung-Ren, Oliveira, Luis S., Sabourin, Robert, Koerich, Alessandro L. and Britto, Alceu de Souza. 2009. « Evaluation of different strategies to optimize an HMM-based character recognition system ». In 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009) pp. 666-670. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 1.

Connolly, Jean-François, Granger, Éric and Sabourin, Robert. 2009. « Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification ». In IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA) (Ottawa, Ont., Canada, July 8-10, 2009) Washington, D.C. : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 9.

Khreich, Wael, Granger, Éric, Miri, Ali and Sabourin, Robert. 2009. « A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection ». In IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA) (Ottawa, Ont., Canada, July 8-10, 2009) Washington, D.C. : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 12.

Dubois, David, Lepage, Richard and Tanzi, Tullio. 2009. « Toward a GUI remote sensing environment built over OTB ». In IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (Cape Town, South Africa, Jul. 12-17, 2009) IV932-IV935. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 1.

de Oliveira, J. J., de A. Freitas, C. O., de Carvalho, J. M. and Sabourin, Robert. 2009. « Handwritten word recognition using multi-view analysis ». In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009, Guadalajara, Jalisco, Mexico, November 15-18, 2009. Proceedings (Guadalajara, Jalisco, Mexico, Nov. 15-18, 2009) Coll. « Lecture Notes in Computer Science », vol. 5856. pp. 371-378. Berlin, Germany : Springer Verlag.
Compte des citations dans Scopus : 2.

Sabourin, Robert, Ko, Albert H. R. and Britto, Jr.A.. 2008. « From dynamic classifier selection to dynamic ensemble selection ». Pattern Recognition, vol. 41, nº 5. pp. 1718-1731.
Compte des citations dans Scopus : 39.

Dos Santos, Eulanda M., Sabourin, Robert and Maupin, Patrick. 2008. « A dynamic overproduce-and-choose strategy for the selection of classifier ensembles ». Pattern Recognition, vol. 41, nº 10. pp. 2993-3009.
Compte des citations dans Scopus : 130.

Sayadi, Mounir, Sakrane, Samir, Fnaiech, Farhat and Cheriet, Mohamed. 2008. « Gray-level texture characterization based on a new adaptive nonlinear auto-regressive filter ». Electronic Letters on Computer Vision and Image Analysis, vol. 7, nº 1. pp. 40-53.

Mezghani, Neila, Mitiche, Amar and Cheriet, Mohamed. 2008. « Bayes classification of online Arabic characters by Gibbs modeling of class conditional densities ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, nº 7. pp. 1121-1131.
Compte des citations dans Scopus : 41.

Chion, Clement, Landry, Jacques-André and Da Costa, Luis. 2008. « A genetic-programming-based method for hyperspectral data information extraction: Agricultural applications ». IEEE Transactions on Geoscience and Remote Sensing, vol. 46, nº 8. pp. 2446-2457.
Compte des citations dans Scopus : 26.

Landry, Jacques-André. 2008. « Modélisation de la dynamique spatiotemporelle des mammifères marins dans l'estuaire ». Portrait de Baleines, Le Bulletin de l'Estuaire: Observation, Recherche et Conservation, vol. 7, nº 14.

Landry, Jacques-André. 2008. « Modélisation spatiale et temporelle du trafic maritime dans l'estuaire ». Le bulletin de l'Estuaire: Observation, Recherche et Conservation, vol. 7, nº 15.

Piccand, Sébastien, Noumeir, Rita and Paquette, Eric. 2008. « Region of interest and multiresolution for volume rendering ». IEEE Transactions on Information Technology in Biomedicine, vol. 12, nº 5. pp. 561-568.
Compte des citations dans Scopus : 8.

Noumeir, Rita. 2008. « Integrating the healthcare enterprise process ». International Journal of Healthcare Technology and Management, vol. 9, nº 2. pp. 167-180.
Compte des citations dans Scopus : 12.

Haouzia, Adil and Noumeir, Rita. 2008. « Methods for image authentication: a survey ». Multimedia Tools and Applications, vol. 39, nº 1. pp. 1-46.
Compte des citations dans Scopus : 164.

Batista, Luana, Rivard, Dominique, Sabourin, Robert, Granger, Éric and Maupin, Patrick. 2008. « State of the art in off-line signature verification ». In Pattern recognition technologies and applications : recent advances. pp. 39-62. Hershey, PA : Information Science Reference.
Compte des citations dans Scopus : 24.

Cheriet, Mohamed. 2008. « Visual recognition of Arabic handwriting : challenges and new directions ». In Arabic and chinese handwriting recognition : SACH 2006 Summit College Park, MD, USA, September 27-28, 2006 : selected papers (College Park, MD, USA, Sept. 27-28, 2006) Coll. « Lecture Notes in Computer Science », vol. 4768. pp. 1-21. Berlin, Heidelberg : Springer-Verlag.
Compte des citations dans Scopus : 10.

Cardinal, Patrick, Dumouchel, Pierre, Boulianne, Gilles and Comeau, Michel. 2008. « GPU accelerated acoustics likelihood computations ». In 9th Annual Conference of the International Speech Communication Association (INTERSPEECH) (Brisbane, Australia, Sept. 22-26, 2008) pp. 964-967. Bonn, Germany : International Speech Communication Association.
Compte des citations dans Scopus : 31.

Radtke, Paulo V. W., Sabourin, Robert and Wong, Tony. 2008. « Using the RRT algorithm to optimize classification systems for handwritten digits and letters ». In 23rd Annual ACM Symposium on Applied Computing (SAC) (Fortaleza, Ceara, Brazil, March 16-20, 2008) pp. 1748-1752. New York, NY, USA : Association for Computing Machinery.
Compte des citations dans Scopus : 5.

Granger, Éric, Connolly, Jean-Francois and Sabourin, Robert. 2008. « A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning ». In IEEE International Joint Conference on Neural Networks (IJCNN) (Hong Kong, China, June 1-8, 2008) pp. 3305-3312. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 5.

Vellasques, Eduardo, Granger, Éric and Sabourin, Robert. 2010. « Intelligent watermarking systems : a survey ». In Handbook of Pattern Recognition and Computer Vision. 4th ed. pp. 687-724. Hackensack, NJ, USA : World Scientific Publishing.

Dos Santos, Eulanda M., Sabourin, Robert, Oliveira, Luiz S. and Maupin, Patrick. 2008. « Overfitting in the selection of classifier ensembles : a comparative study between PSO and GA ». In 10th Annual Genetic and Evolutionary Computation Conference (GECCO) (Atlanta, GA, USA, Jul. 12-16, 2008) pp. 1423-1424. New York, NY, USA : Association for Computing Machinery.
Compte des citations dans Scopus : 6.

Dos Santos, Eulanda M., Sabourin, Robert and Maupin, Patrick. 2008. « Pareto analysis for the selection of classifier ensembles ». In 10th Annual Genetic and Evolutionary Computation Conference (GECCO) (Atlanta, GA, USA, Jul. 12-16, 2008) pp. 681-688. New York, NY, USA : Association for Computing Machinery.
Compte des citations dans Scopus : 12.

Connolly, Jean-François, Granger, Éric and Sabourin, Robert. 2008. « Supervised incremental learning with the fuzzy ARTMAP neural network ». In Artificial Neural Networks in Pattern Recognition. Third IAPR Workshop (ANNPR) (Paris, France, Jul. 2-4, 2008) Coll. « Lecture Notes in Computer Science », vol. 5064. pp. 66-77. Berlin, Germany : Springer Verlag.
Compte des citations dans Scopus : 8.

Cavalin, Paulo R., Sabourin, Robert, Suen, Ching Y. and Britto Jr., Alceu S.. 2008. « Evaluation of incremental learning algorithms for an HMM-based handwritten isolated digits recognizer ». In 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Montreal, Canada, Aug. 19-21, 2008)

Freitas, Cinthia O. A., Oliveira, Luiz S., Sabourin, Robert and Bortolozzi, Flàvio. 2008. « Brazilian forensic letter database ». In 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Montreal, Canada, Aug. 19-21, 2008)

Cheriet, Mohamed and Farrahi Moghaddam, M.. 2008. « Degradation modeling and enhancement of low quality documents ». In 5th International Workshop on Signal Processing and its Applications (WOSPA) (Sharjah, United Arab Emirates, Mar. 18-20, 2008)

Bertolini, D., Oliveira, L.S., Justino, E. and Sabourin, Robert. 2008. « Ensemble of classifiers for off-line signature verification ». In IEEE International Conference on Systems, Man and Cybernetics (SMC) (Singapore, Singapore, Oct.12-15, 2008) pp. 283-288. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 1.

Ko, Albert Hung-Ren, Sabourin, Robert, De Soares Oliveira, Luiz E. and De Britto Jr, Alceu Souza. 2008. « The implication of data diversity for a classifier-free ensemble selection in random subspaces ». In 19th International Conference on Pattern Recognition (ICPR) (Tampa, FL, USA, Dec. 8-11, 2008) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 11.

Ko, Albert Hung-Ren, Sabourin, Robert and De Souza Britto Jr, Alceu S.. 2008. « A new HMM training and testing scheme ». In 19th International Conference on Pattern Recognition (ICPR) (Tampa, FL, USA, Dec. 8-11, 2008) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 1.

Adankon, Mathias M. and Cheriet, Mohamed. 2008. « Help-training for semi-supervised discriminative classifiers. Application to SVM ». In 19th International Conference on Pattern Recognition (ICPR) (Tampa, FL, USA, Dec. 8-11, 2008) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 10.

Cheriet, Mohamed and Farrahi Moghaddam, R.. 2008. « Processing of low quality document images : issues and directions ». In 16th European Signal Processing Conference (EUSIPCO) (Lausanne, Switzerland, Aug. 25-29, 2008) [Kessariani]; Lausanne : European Association for Signal Processing ; École polytechnique fédérale de Lausanne.
Compte des citations dans Scopus : 1.

Adankon, Mathias M. and Cheriet, Mohamed. 2008. « Model selection for LS-SVM : application to handwriting recognition ». In 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Montreal, QC, Canada, Aug. 19-21, 2008)

Farrahi Moghaddam, Reza and Cheriet, Mohamed. 2008. « EFDM : restoration of single-sided low-quality document images ». In Proceedings : eleventh International Conference on Frontiers in Handwriting Recognition (Montreal, QC, Canada, Aug. 19-21, 2008) Montréal : CENPARMI, Concordia University.

Cheriet, Mohamed and Moghaddam, Reza Farrahi. 2008. « DIAR: advances in degradation modeling and processing ». In Image Analysis and Recognition : 5th International Conference, ICIAR 2008, Povoa de Varzim, Portugal, June 25-27, 2008 : Proceedings (Povoa de Varzim, Portugal, June 25-27, 2008) Coll. « Lecture Notes in Computer Science », vol. 5112. pp. 1-10. Berlin, Germany : Springer Verlag.
Compte des citations dans Scopus : 4.

Girod, D., Landry, J. A., Doyon, G., Osuna-Garcìa, J.A., Salazar-Garcia, S. and Goenaga, R.. 2008. « Evaluating hass avocado maturity using hyperspectral imaging ». In Proceedings of the 44th Anual Meeting Caribbean Food Crops Society : Repositioning Caribbean Agriculture : Challenges and Opportunities for Sustainability (Miami, FL, USA, July 13-17, 2008) pp. 144-154. Caribbean Food Crops Society.

Chion, C., Lamontagne, P., Turgeon, S., Parrott, L., Landry, Jacques-André, Marceau, D., Michaud, R., Ménard, N. and Albuquerque, C.. 2008. « Pattern-oriented modeling strategy to elaborate a spatially explicit agent-based model dynamically guided by human decision-making ». Communication lors de la conférence : International Conference on Ecological Informatics 6 (ICEI) (Cancun, Mexico, Dec. 2-5, 2008).

Parrott, L., Chion, C., Martins, C.C.A., Lamontagne, P., Turgeon, S., Landry, Jacques-André, Marceau, D., Micheau, R., Cantin, G., Menard, N. and Dione, S.. 2008. « Agent-based modelling of marine mammals and boat traffic in the Saint Lawrence Estuary ». Communication lors de la conférence : International Conference on Ecological Informatics 6 (ICEI) (Cancun, Mexico, Dec. 2-5, 2008).

Martins, C.C.A., Lamontagne, P., Parriott, L., Landry, Jacques-André, Marceau, D., Chion, C., Turgeon, S., Michaud, R., Menard, N., Dionne, S. and Cantin, G.. 2008. « Conceptualizing an individual-based model to simulate marine mammal behaviour in the Saint Lawrence estuary ». Communication lors de la conférence : Northwest Atlantic Fisheries Organization Symposium (NAFO) (Dartmouth, NS, Canada, Sept. 29-Oct. 1, 2008).

Landry, Jacques-André, Chion, C., Albuquerque Martins, C., Lamontagne, P., Turgeon, S., Parrott, L., Marceau, D., Michaud, R., Ménard, N., Lesage, V. and Giard, J.. 2008. « Modélisation des déplacements des bateaux d'excursions aux baleines et des mammifères marins dans le parc marin du Saguenay-Saint-Laurent ». Communication lors de la conférence : Colloque Scientifique du Parc Marin du Saguenay-Saint-Laurent (Rivière-du-Loup, QC, Canada, 2-3 oct. 2008).

Goenaga, R., Salazar-Garcìa, S., Doyon, G., Osuna-Garcìa, J.A., Gonzalez-Duran, I.J.L. and Landry, Jacques-André. 2008. « Procinorte's tropical and subtropical fruits task force : a tri-national effort to improve fruit quality and trade. ». Affiche numéro 22 présentée lors de la conférence : 44th Annual Meeting of Caribbean Food Crops Society (Miami, FL, USA, July 13-17, 2008).

Osuna-Garcia, J.A., Salazar-Garcia, S., Gonzalez-Duran, I.J.L., Doyon, G., Landry, Jacques-André and Geonaga, R.. 2008. « Evaluacion de la fluorescencia de la clorofila como alternativa para determinar la madurez legal en aguacate ». Communication lors de la conférence : Primer Congreso Nacional del Sistema Producto Aguacate (First National Congress on Avocado Production) (Mexico City, Mexico, Dec. 3-5, 2008).

Osuna-Garcia, J.A., Salazar-Garcia, S., Gonzalez-Duran, I.J.L., Doyon, G., Landry, Jacques-André and Goenaga, R.. 2008. « Resultados preliminares sobre la técnica de fluorescencia de clorofila para determinar la madurez de cosecha en mango ». Communication lors de la conférence : XLIV Reunion Nacional de Investigacion Pecuaria y III Reunion Nacional de Innovacion Agricola y Forestal (Mexico City, Mexico, Nov. 3-8, 2008).

Barrette, M., Wong, Tony, De Kelper, Bruno and Côté, P.. 2008. « Statistical multi-comparison of evolutionary algorithms ». In 3rd International Conference on Bioinspired Optimization Methods and their Applications (BIOMA) (Ljubljana, Slovenia, Oct. 13-14, 2008) pp. 71-80. Ljubljana, Slovenia : Jozef Stefan Institute.
Compte des citations dans Scopus : 3.

Kapp, Marcelo N., Freitas, Cinthia O. de A. and Sabourin, Robert. 2007. « Methodology for the design of NN-based month-word recognizers written on Brazilian bank checks ». Image and Vision Computing, vol. 25, nº 1. pp. 40-49.
Compte des citations dans Scopus : 20.

Ko, Albert Hung-Ren , Sabourin, Robert, Britto Jr, A. and Oliveira, L.. 2007. « Pairwise fusion matrix for combining classifiers ». Pattern Recognition, vol. 40, nº 8. pp. 2198-2210.
Compte des citations dans Scopus : 49.

Côté, Pascal, Parrott, Lael and Sabourin, Robert. 2007. « Multi-objective optimization of an ecological assembly model ». Ecological Informatics, vol. 2, nº 1. pp. 23-31.
Compte des citations dans Scopus : 4.

Adankon, Mathias M. and Cheriet, Mohamed. 2007. « Optimizing resources in model selection for support vector machine ». Pattern Recognition, vol. 40, nº 3. pp. 953-963.
Compte des citations dans Scopus : 37.

Granger, Éric, Henniges, Philippe, Sabourin, Robert and Oliveira, Luiz S.. 2007. « Supervised learning of fuzzy ARTMAP neural networks through particle swarm optimization ». Journal of Pattern Recognition Research, vol. 2, nº 1. pp. 27-60.

Saryazdi, Saeid and Cheriet, Mohamed. 2007. « PKCS: a polynomial kernel family with compact support for scale-space image processing ». IEEE Transactions on Image Processing, vol. 16, nº 9. pp. 2299-2308.
Compte des citations dans Scopus : 14.

Seddik, H., Sayadi, M., Fnaiech, F. and Cheriet, Mohamed. 2007. « A new multi-domains image watermarking method based on multi-watermarks embedding and neural network segmentation ». Applied Mathematical Sciences, vol. 1, nº 39. pp. 1927-1939.

Wong, Tony and Cormier, Gilles. 2007. « Bond graph causality assignment and evolutionary multi-objective optimization ». In Advances and Innovations in Systems, Computing Sciences and Software Engineering, Dec. 4-14, 2006) pp. 433-438. Springer Netherlands.
Compte des citations dans Scopus : 2.

Granger, Éric, Henniges, Philippe, Sabourin, Robert and Oliveira, Luis S.. 2010. « Match tracking strategies for fuzzy ARTMAP neural networks ». In Handbook of Pattern Recognition and Computer Vision. 4th ed. pp. 73-100. Hackensack, NJ, USA : World Scientific Publishing.

Ko, Albert Hung-Ren, Sabourin, Robert and de Souza Britto, Alceu. 2007. « A new HMM-based ensemble generation method for numeral recognition ». In Multiple Classifier Systems 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007. Proceedings (Prague, Czech Republic, May 23-25, 2007) Coll. « Lecture Notes in Computer Science », vol. 4472. pp. 52-61. Heidelberg, Gremany : Springer.
Compte des citations dans Scopus : 7.

Ko, Albert Hung-Ren, Sabourin, Robert and de Souza Britto, Alceu. 2007. « A new dynamic ensemble selection method for numeral recognition ». In Multiple Classifier Systems 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007. Proceedings (Prague, Czech Republic, May 23-25, 2007) Coll. « Lecture Notes in Computer Science », vol. 4472. pp. 431-439. Heidelberg, Germany : Springer.
Compte des citations dans Scopus : 6.

Ko, Albert Hung Ren, Sabourin, Robert and de Souza Britto, Alceu. 2007. « Applying pairwise fusion matrix on fusion functions for classifier combination ». In Multiple Classifier Systems 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007. Proceedings (Prague, Czech Republic, May 23-25, 2007) Coll. « Lecture Notes in Computer Science », vol. 4472. pp. 302-311. Heidelberg, Gremany : Springer.

dos Santos, Eulanda M., Sabourin, Robert and Maupin, Patrick. 2007. « Ambiguity-guided dynamic selection of ensemble of classifiers ». In 10th International Conference on Information Fusion (Quebec, Canada, Jul. 9-12, 2007) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 16.

Kapp, Marcelo N., Sabourin, Robert and Maupin, Patrick. 2007. « An empirical study on diversity measures and margin theory for ensembles of classifiers ». In 10th International Conference on Information Fusion (Quebec, Canada, Jul. 9-12, 2007) Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 28.

Radtke, P.V., Sabourin, Robert and Wong, Tony. 2007. « Annealing based approach to optimize classification system ». In International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007) pp. 2616-2620. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Freitas, C. O. A., Carvalho, J. M., Oliveira, J. J. Jnr, Aires, S. B. K. and Sabourin, Robert. 2007. « Distance-based disagreement classifiers combination ». In International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007) pp. 2729-2733. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 1.

Oliveira, Luiz S., Justino, Edson and Sabourin, Robert. 2007. « Off-line signature verification using writer-independent approach ». In International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007) pp. 2538-2543. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 29.

Adankon, Mathias M. and Cheriet, Mohamed. 2007. « Learning semi-supervised SVM with genetic algorithm ». In International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007) pp. 1825-1830. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 8.

Radtke, Paulo V. W., Sabourin, Robert and Wong, Tony. 2007. « A quantitative comparison between MOGAs and the RRT algorithm on classification systems optimization ». In Brazilian Meeting on Artificial Intelligence (ENIA : Encontro Nacional de Inteligência Artificial) (Rio de Janeiro, Brazil, July 3-6, 2007) pp. 1460-1468.

Barrette, Mathieu, Wong, Tony and De Kelper, Bruno. 2007. « Evolutionary algorithms performance evaluation using rank-based multiple comparison procedure ». In WMSCI 2007 - The 11th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 13th International Conference on Information Systems Analysis and Synthesis, ISAS 2007 - Proc. (Orlando, FL, USA, July 8-11, 2007) pp. 35-40. Paris, France : International Social Science Council.

Ma, Irwin, Wong, Tony and Sankar, Thiagas. 2007. « Volatility forecasting using time series data mining and evolutionary computation techniques ». In Proceedings of the 9th annual conference on Genetic and evolutionary computation (London, UK, Jul. 7-11, 2007) p. 2262. New York, NY, USA : Association for Computing Machinery.
Compte des citations dans Scopus : 3.

Chion, C., Turgeon, S., Landry, Jacques-André, Parrott, L., Marceau, D., Michaud, R., Cantin, G. and Dionne, S.. 2007. « Agent-based modelling of whale-watching cruise operators’ behaviour using a cognitive approach ». Communication lors de la conférence : International Conference on Complex Systems (ICCS) (Boston, MA, USA, Oct. 28-Nov. 2, 2007).

Freitas, Cinthia O. A., De Carvalho, Joao M., Oliveira Jr, Jose Josemar, Aires, Simone B. K. and Sabourin, Robert. 2007. « Confusion matrix disagreement for multiple classifiers ». In Progress in Pattern Recognition, Image Analysis and Applications :12th Iberoamericann Congress on Pattern Recognition, CIARP 2007, Valparaiso, Chile, November 13-16, 2007. Proceedings (Vina del Mar-Valparaiso, Chile, Nov.13-16, 2007) Coll. « Lecture Notes in Computer Science », vol. 4756. pp. 387-396. Heidelberg, Germany : Springer Verlag.
Compte des citations dans Scopus : 16.

Coetzer, Hanno and Sabourin, Robert. 2007. « A human-centric off-line signature verification system ». In 9th International Conference on Document Analysis and Recognition (ICDAR) (Curitiba, Brazil, Sept. 23-26, 2007) pp. 153-157. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 10.

Ko, Albert Hung-Ren, Sabourin, Robert and de Souza Britto, Alceu. 2007. « K-nearest oracle for dynamic ensemble selection ». In 9th International Conference on Document Analysis and Recognition (ICDAR) (Curitiba, Brazil, Sept. 23-26, 2007) pp. 422-426. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 7.

Menasri, F., Vincent, N., Augustin, E. and Cheriet, Mohamed. 2007. « Shape-based alphabet for off-line Arabic handwriting recognition ». In 9th International Conference on Document Analysis and Recognition (ICDAR) (Curitiba, Brazil, Sept. 23-26, 2007) pp. 969-973. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Rivest-Hénault, David and Cheriet, Mohamed. 2007. « Image segmentation using level set and local linear approximations ». In Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) Coll. « Lecture Notes in Computer Science », vol. 4633. pp. 234-245. Berlin, Germany : Springer-Verlag.

Latombe, Guillaume, Granger, Éric and Dilkes, Fred A.. 2007. « Incremental learning of stochastic grammars with graphical EM in radar electronic support ». In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Honolulu, HI, USA, April 15-20, 2007) pp. 301-304. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 2.

Da Costa, Luis, Landry, Jacques-André and Levasseur, Yan. 2008. « Treating noisy data sets with relaxed genetic programming ». In Artificial Evolution : 8th International Conference, Evolution Artificielle, EA 2007, Tours, France, October 29-31, 2007, Revised Selected papers (Tours, France, Oct. 29-31, 2007) Coll. « Lecture Notes in Computer Science », vol. 4926. pp. 1-12. Berlin, Germany : Springer-Verlag.

Barry-Camerra, M. and Granger, Éric. 2007. « Face recognition in video using a what-and-where fusion neural network ». In International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007) pp. 2255-2260. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Barry, M. and Granger, Éric. 2007. « Comparison of ARTMAP neural networks for classification for face recognition from video ». In Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) Coll. « Lecture Notes in Computer Science », vol. 4633. pp. 794-805. Heidelberg, Germany : Springer Verlag.
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Ma, Irwin, Wong, Tony and Sankar, Thiagas. 2007. « An engineering approach to forecast volatility of financial indices ». International Journal of Computational Intelligence, vol. 3, nº 1. pp. 23-35.

Cheriet, Mohamed and Doré, Vincent. 2006. « Amincissement-sans-segmentation et rehaussement des images de niveau de gris par un filtre de chocs utilisant des champs de diffusion ». Traitement du Signal, vol. 23, nº 1. pp. 79-94.

Fataicha, Y., Cheriet, Mohamed, Nie, J.Y. and Suen, C.Y.. 2006. « Retrieving poorly degraded OCR documents ». International Journal on Document Analysis and Recognition, vol. 8, nº 1. pp. 15-26.
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Ben Braiek, E., Cheriet, Mohamed and Doré, V.. 2006. « Conception d’une nouvelle famille de noyaux séparables à support compact appliqués à l’extraction des données visuelles manuscrites ». Traitement du Signal, vol. 23, nº 1. pp. 25-40.

Oliveira, Luiz S., Morita, Marisa and Sabourin, Robert. 2006. « Feature selection for ensembles applied to handwriting recognition ». International Journal on Document Analysis and Recognition, vol. 8, nº 4. pp. 262-279.
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Landry, Jacques -André, Da Costa, Luis and Bernier, Thomas. 2006. « Discriminant feature selection by genetic programming: towards a domain independent multi-class object detection system ». Journal of Systemics, Cybernetics and Informatics, vol. 3, nº 1. pp. 76-81.

Nonnon, P., Cervera, D., Bigras, Pascal and Wong, Tony. 2006. « Comprendre les systèmes hydrauliques et pneumatiques industriels ». Res Academica, vol. 23, nº 2. pp. 169-186.

Cavalin, P. R., de Souza Britto, A., Bortolozzi, F., Sabourin, Robert and Soares Oliveira, L. E.. 2006. « An implicit segmentation-based method for recognition of handwritten strings of characters ». In ACM Symposium on Applied Computing (SAC) (Dijon, France, April 23-27, 2006) pp. 836-840. New York, NY, USA : ACM Press.
Compte des citations dans Scopus : 20.

Mezghani, N., Mitiche, A. and Cheriet, Mohamed. 2006. « Estimation de densité de probabilité par maximum d'entropie et reconnaissance bayesienne de caractères Arabes en-ligne. ». Communication lors de la conférence : 15e Congrès Francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle (RFIA) (Tours, France, 25-27 janv. 2006).

Da Costa, Luis E. and Landry, Jacques-André. 2006. « Relaxed genetic programming ». In 8th annual conference on Genetic and Evolutionary Computation Conference (GECCO) (Seattle, WA, USA, July 8-12, 2006) pp. 937-938. New York, NY, USA : ACM Press.
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Wong, Tony, De Kelper, Bruno and Bigras, Pascal. 2006. « Structured controller design using evolution strategies : a computational analysis ». In IEEE International Symposium on Industrial Electronics (ISIE) (Montreal, Canada, Jul. 9-13, 2006) pp. 2984-2989. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Radtke, P.V.W., Wong, Tony and Sabourin, Robert. 2006. « An evaluation of over-fit control strategies for multi-objective evolutionary optimization ». In International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006) pp. 3327-3334. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 10.

Ko, Albert H. R., Sabourin, Robert and Britto Jr., Alceu. 2006. « Combining diversity and classification accuracy for ensemble selection in random subspaces ». In International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006) pp. 2144-2151. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 30.

Dos Santos, E.M., Sabourin, Robert and Maupin, P.. 2006. « Single and multi-objective genetic algorithms for the selection of ensemble of classifiers ». In International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006) pp. 3070-3077. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Adankon, M.M. and Cheriet, Mohamed. 2006. « New formulation of SVM for model selection ». In International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006) pp. 1900-1907. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 6.

Granger, Éric, Henniges, P., Oliveira, L.S. and Sabourin, Robert. 2006. « Particle swarm optimization of fuzzy ARTMAP parameters ». In International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006) pp. 2060-2067. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 12.

Ko, Albert Hung Ren, Sabourin, Robert and Britto, Alceu de Souza. 2006. « A new objective function for ensemble selection in random subspaces ». In 18th International Conference on Pattern Recognition (ICPR) (Hong Kong, China, Aug. 20-24, 2006) pp. 185-188. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 2.

Ko, Albert Hung-Ren, Sabourin, Robert and De Souza Britto Jr, Alceu. 2006. « Evolving ensemble of classifiers in random subspace ». In 8th annual conference on Genetic and Evolutionary Computation Conference (GECCO) (Seattle, WA, USA, July 8-12, 2006) pp. 1473-1480. New York, NY, USA : ACM Press.
Compte des citations dans Scopus : 7.

Koerich, Alessandro L., Britto Jr, Alceu S., Oliveira, Luiz E. S. and Sabourin, Robert. 2006. « Fusing high- and low level features for handwritten word recognition ». In 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006) pp. 151-156.

Radtke, Paulo V. W., Sabourin, Robert and Wong, Tony. 2006. « Classification system optimization with multi-objective genetic algorithms ». In 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006) pp. 331-336.

Milgram, Jonathan, Cheriet, Mohamed and Sabourin, Robert. 2006. « "One against one" or "one against all" : which one is better for handwriting recognition with SVMs? ». In 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006) pp. 181-186.

Vellasques, E., Oliveira, L.S., Britto Jr, A. S., Koerich, A. L. and Sabourin, Robert. 2006. « Modeling segmentation cuts using support vector machines ». In 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006) pp. 41-46.

Chion, Clément, Da Costa, Luis E. and Landry, Jacques-André. 2006. « Genetic programming for agricultural purposes ». In 8th annual conference on Genetic and Evolutionary Computation Conference (GECCO) (Seattle, WA, USA, Jul. 8-12, 2006) pp. 783-789. New York, NY, USA : ACM Press.
Compte des citations dans Scopus : 1.

Latombe, Guillaume, Granger, Éric and Dilkes, Fred A.. 2010. « Fast learning of grammar production probabilities in radar electronic support ». IEEE Transactions on Aerospace and Electronic Systems, vol. 46, nº 3. pp. 1262-1289.
Compte des citations dans Scopus : 25.

Dos Santos, Eulanda M., Sabourin, Robert and Maupin, Patrick. 2009. « Overfitting cautious selection of classifier ensembles with genetic algorithms ». Information Fusion, vol. 10, nº 2. pp. 150-162.
Compte des citations dans Scopus : 71.

Vellasques, E., Oliveira, Luiz S., Britto, Alceu de Souza, Koerich, Alessandro L. and Sabourin, Robert. 2008. « Filtering segmentation cuts for digit string recognition ». Pattern Recognition, vol. 41, nº 10. pp. 3044-3053.
Compte des citations dans Scopus : 34.

Bergamini, Cheila, Oliveira, Luiz S., Koerich, Alessandro L. and Sabourin, Robert. 2008. « Fusion of biometric systems using one-class classification ». In IEEE International Joint Conference on Neural Networks (IJCNN) (Hong Kong, China, June 1-8, 2008) pp. 1308-1313. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Cheriet, Mohamed, Demers, Jean-Christophe and Deblois, Sylvain. 2005. « Shock filter-based diffusion fields—application to grayscale character image processing ». International Journal of Image and Graphics, vol. 5, nº 2.
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Ayat, N.E., Cheriet, Mohamed and Suen, C.Y.. 2005. « Automatic model selection for the optimization of SVM kernels ». Pattern Recognition, vol. 38, nº 10. pp. 1733-1746.
Compte des citations dans Scopus : 166.

Ben Braiek, Ezzedine, Cheriet, Mohamed and Doré, Vincent. 2005. « SKCS-A separable kernel family with compact support to improve visual segmentation of handwritten data ». Electronic Letters on Computer Vision and Image Analysis, vol. 5, nº 1. pp. 14-29.

Justino, Edson J. R., Bortolozzi, Flavio and Sabourin, Robert. 2005. « A comparison of SVM and HMM classifiers in the Off-Line signature verification ». Pattern Recognition Letters, vol. 26, nº 9. pp. 1377-1385.
Compte des citations dans Scopus : 154.

Nassif, Nabil, Kajl, Stanislaw and Sabourin, Robert. 2005. « Optimization of HVAC control system strategy using two-objective genetic algorithm ». HVAC&R Research, vol. 11, nº 3. pp. 459-486.
Compte des citations dans Scopus : 152.

Nassif, Nabil, Kajl, Stanislaw and Sabourin, Robert. 2005. « Ventilation control strategy using supply CO2 concentration setpoint ». HVAC&R Research, vol. 11, nº 2. pp. 239-262.
Compte des citations dans Scopus : 34.

Wong, Tony, Bigras, Pascal and Cervera, D.. 2005. « A software application for visualizing and understanding hydraulic and pneumatic networks ». Computer Applications in Engineering Education, vol. 13, nº 3. pp. 169-180.
Compte des citations dans Scopus : 13.

Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y.. 2005. « Recognition and verification of unconstrained handwritten words ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, nº 10. pp. 1509-1522.
Compte des citations dans Scopus : 65.

Milgram, Jonathan, Sabourin, Robert and Cheriet, Mohamed. 2005. « Combining model-based and discriminative approaches in a modular two-stage classification system : application to isolated handwritten digit recognition ». Electronic Letters on Computer Vision and Image Analysis, vol. 5, nº 2. pp. 1-15.

Mazghani, Neila, Mitiche, Amar and Cheriet, Mohamed. 2005. « A new representation of shape and its use for high performance in on-line Arabic character recognition by an associative memory ». International Journal on Document Analysis and Recognition, vol. 7, nº 4. pp. 201-210.
Compte des citations dans Scopus : 19.

Cheriet, Mohamed, Kharma, Nawwaf, Liu, Cheng-Lin and Suen, Ching. 2007. « Character recognition systems : a guide for students and practioners ». Hoboken, N.J., USA : Wiley-Interscience. 326 p.
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Doré, Vincent, Duong, Luc, Cheriet, Farida and Cheriet, Mohamed. 2007. « Towards segmentation of pedicles on posteroanterior X-ray views of scoliotic patients ». In Image Analysis and Recognition : 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007. Proceedings (Montreal, Canada, Aug. 22-24, 2007) Coll. « Lecture Notes in Computer Science », vol. 4633. pp. 1028-1039. Heidelberg, Germany : Springer Verlag.
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Fennir, M. A., Landry, Jacques-André and Raghavan, G. S. V.. 2005. « Respiration rate of potatoes (solanum tubersum L.) as affected by soft rot (Erwinia Carotovora) and determined at various storage temperatures ». West Indian Journal of Engineering, vol. 27, nº 2. pp. 62-71.

Ben Azouz, Zouhour, Rioux, Marc, Shu, Chang and Lepage, Richard. 2006. « Characterizing human shape variation using 3D anthropometric data ». Visual Computer, vol. 22, nº 5. pp. 302-314.
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Noumeir, Rita. 2005. « Benefits of DICOM modality performed procedure step ». Journal of Digital Imaging, vol. 18, nº 4. pp. 260-269.
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Noumeir, Rita. 2006. « Radiology interpretation process modeling ». Journal of Biomedical Informatics, vol. 39, nº 2. pp. 103-114.
Compte des citations dans Scopus : 27.

Latombe, Guillaume, Granger, Éric and Dilkes, Fred A.. 2006. « Fast incremental techniques for learning production rule probabilities in radar electronic support ». In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toulouse, France, May 14-19, 2006) pp. 773-776. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 2.

Milgram, J., Sabourin, Robert and Cheriet, Mohamed. 2005. « Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ». Traitement du Signal, vol. 22, nº 3. pp. 293-304.

Radtke, P., Wong, Tony and Sabourin, Robert. 2005. « A multi-objective memetic algorithm for intelligent feature extraction ». In Evolutionary Multi-Criterion Optimization Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005. Proceedings (Guanajuato, Mexico, March 9-11, 2005) Coll. « Lecture Notes in Computer Science », vol. 3410. pp. 767-781. Berlin, Germany : Springer-Verlag.
Compte des citations dans Scopus : 9.

Oliveira, Luiz S., Morita, Marisa, Sabourin, Robert and Bortolozzi, Flavio. 2005. « Multi-objective genetic algorithms to create ensemble of classifiers ». In Evolutionary Multi-Criterion Optimization : Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings (Guanajuato, Mexico, March 9-11, 2005) Coll. « Lecture Notes in Computer Science », vol. 3410. pp. 592-606. Berlin, Germany : Springer-Verlag.
Compte des citations dans Scopus : 42.

Côté, Pascal, Wong, Tony and Sabourin, Robert. 2005. « A hybrid multi-objective evolutionary algorithm for the uncapacitated exam proximity problem ». In Practice and Theory of Automated Timetabling V : 5th International Conference, PATAT 2004, Pittsburgh, PA, USA, August 18-20, 2004, Revised Selected Papers (Pittsburgh, PA, USA, Aug. 18-20, 2004) Coll. « Lecture Notes in Computer Science », vol. 3616. pp. 294-312. Berlin, Germany : Springer-Verlag.
Compte des citations dans Scopus : 44.

Oliveira, Luiz S., Justino, Edson, Freitas, Cinthia and Sabourin, Robert. 2005. « The graphology applied to signature verification ». In 12th Conference of the International Graphonomics Society (IGS) (Salerno, Italy, June 26-29, 2005) pp. 286-290. USA : International Graphonomics Society.

Aires, Simone B. K., Freitas, Cinthia O. A., Bortolozzi, Flávio and Sabourin, Robert. 2005. « Perceptual zoning for handwritten character recognition ». In 12th Conference of the International Graphonomics Society (IGS) (Salerno, Italy, June 26-29, 2005) pp. 178-182. USA : International Graphonomics Society.

Oliveira, Luiz, Britto, Alceu de Souza and Sabourin, Robert. 2005. « Optimizing class-related thresholds with particle swarm optimization ». In IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) pp. 1511-1516. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 9.

Milgram, J., Cheriet, Mohamed and Sabourin, Robert. 2005. « Estimating accurate multi-class probabilities with support vector machines ». In IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) pp. 1906-1911. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 38.

Nassif, Nabil, Kajl, Stanislaw and Sabourin, Robert. 2005. « Simplified model-based optimal control of VAV air-conditioning system ». In IBPSA 2005 - International Building Performance Simulation Association 2005 (Montreal, QC, Canada, Aug. 15-18, 2005) pp. 823-830. USA : International Building Performance Simulation Association.

Radtke, P.V.M., Sabourin, Robert and Wong, Tony. 2005. « Intelligent feature extraction for ensemble of classifiers ». In 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005) pp. 866-870. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 4.

Oliveira, L., Britto, A. and Sabourin, Robert. 2005. « A synthetic database to assess segmentation algorithms ». In 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005) pp. 207-211. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Oliveira, L., Britto, A. and Sabourin, Robert. 2005. « Improving cascading classifiers with particle swarm optimization ». In 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005) pp. 570-574. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Nassif, N., Kajl, Stanislaw and Sabourin, Robert. 2005. « ASHRAE standard's 62 multiple spaces equation for design and control ». In Proceedings from 10th International Conference on Indoor Air Quality and Climate (Beijing, China, Sept. 4-9, 2005) International Society of Indoor Air Quality and Climate.

Wong, Tony, Bigras, Pascal and De Kelper, Bruno. 2005. « A multi-neighborhood and multi-operator strategy for the uncapacitated exam proximity problem ». In IEEE International Conference on Systems, Man and Cybernetics (SMC) (Hawaii, USA, Oct.10-12, 2005) pp. 3810-3816. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Nassif, N., Kajl, Stanislaw and Sabourin, Robert. 2005. « Optimal operation of VAV air-conditioning system ». In Air Conditioning, Protection & District Heating 2005 : XI International Conference, Wroclaw - Szklarska, 23-26 June 2005 (Wroclaw, Poland, June 23-26, 2005) pp. 435-440. Wroclaw : Edition PZITS.

Li, Yun, Cheriet, Mohamed and Suen, C.Y.. 2005. « A threshlod selection method based on multiscale and graylevel co-occurrence matrix analysis ». In 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005) pp. 575-579. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 19.

Mezghani, N., Mitiche, A. and Cheriet, Mohamed. 2005. « Représentation des formes par des histogrammes de caractéristiques et son application à la reconnaissance en-ligne de caractères Arabes isolés ». In 3e Conférence Internationale : Sciences Électroniques, Technologies de l'Information et des Télécommunications (SETIT) (Tunis, Tunisie, 27-31 mars 2005)

Adankon, Mathias M., Cheriet, Mohamed and Ayat, N.E.. 2005. « Optimizing resources in model selection for support vector machines ». In IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005) pp. 925-930. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Da Costa, Luis and Landry, Jacques-André. 2005. « Generating grammatical plant models with genetic algorithms ». In Adaptive and Natural Computing Algorithms: Proceedings of the International Conference in Coimbra, Portugal, 2005 (Coimbra, Portugal, March 21-23, 2005) pp. 230-234. Vienna : Springer-Verlag/Wien.

Ben Azouz, Zouhour, Shu, Chang, Lepage, Richard and Rioux, Marc. 2005. « Extracting main modes of human body shape variation from 3D anthropometric data ». In Proceedings - 5th International Conference on 3-D Digital Imaging and Modeling, 3DIM 2005 (Ottawa, ON, Canada, June 13-16, 2005) pp. 335-342. Washington, D. C., USA : IEEE Computer Society.
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Noumeir, Rita and Chafik, Adil. 2005. « Access control and confidentiality in radiology ». In Medical Imaging 2005: PACS and Imaging Informatics (San Diego, CA, USA, Feb. 15-17, 2005) Coll. « Proceedings of SPIE », vol. 5748. pp. 340-347. USA : SPIE.
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Noumeir, Rita, Lemay, Alain and Lina, Jean-Marc. 2005. « Pseudonymisation of radiology data for research purposes ». In Medical Imaging - PACS and Imaging Informatics (San Diego, CA, USA, Feb. 15-17, 2005) Coll. « Proceedings of SPIE », vol. 5748. pp. 298-305. USA : SPIE.
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Piccand, Sébastien, Noumeir, Rita and Paquette, Eric. 2005. « Efficient visualization of volume data sets with region of interest and wavelets ». In Medical Imaging 2005: Visualization, Image-Guided Procedures, and Display (San Diego, CA, USA, Feb. 13-15, 2005) Coll. « Proceedings of SPIE », vol. 5744. pp. 462-470. USA : SPIE.
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Morita, Marisa, Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2004. « Segmentation and recognition of handwritten dates : an HMM-MLP hybrid approach ». International Journal on Document Analysis and Recognition, vol. 6, nº 4. pp. 248-262.
Compte des citations dans Scopus : 24.

Nassif, N., Kajl, Stanislaw and Sabourin, Robert. 2004. « Two-objective on-line optimization of supervisory control strategy ». Building Services Engineering Research & Technology, vol. 25, nº 3. pp. 241-251.
Compte des citations dans Scopus : 13.

Abou-Moustafa, K. T., Cheriet, Mohamed and Suen, C. Y.. 2004. « On the structure of hidden Markov models ». Pattern Recognition Letters, vol. 25, nº 8. pp. 923-931.
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Fennir, M. A., Landry, Jacques-André, Ramaswamy, H. S. and Raghavan, V. G. S.. 2003. « An investigation of sugar extraction methods and the use of microwave power for date syrup processing: Efficiency and color related considerations ». Journal of Microwave Power and Electromagnetic Energy, vol. 38, nº 3. pp. 189-196.
Compte des citations dans Scopus : 5.

Freitas, C. A., Bortolozzi, F. and Sabourin, Robert. 2004. « Study of perceptual similarity between different lexicons ». International Journal of Pattern Recognition and Artificial Intelligence, vol. 18, nº 7. pp. 1321-1338.
Compte des citations dans Scopus : 8.

Granger, Éric, Catudal, Serge, Grou, Robert, Mbaye, Mame Maria and Savaria, Yvon. 2004. « On current strategies for hardware acceleration of digital image restoration filters ». WSEAS Transactions on Electronics, vol. 1, nº 3. pp. 551-557.

Aouina, N., Ben Braiek, Ezzedine and Cheriet, Mohamed. 2004. « Reconnaissance des caractères manuscrits basée sur SKCS-Polyline et modèle de Markov caché ». In Conférence Tunisienne de Génie Electrique Conférence (CTGE) (Tunis, Tunisie, 19-21 fév. 2004) pp. 396-400.

Ben Braiek, E., Aouina, N., Abid, S. and Cheriet, Mohamed. 2004. « Handwritten characters recognition based on SKCS-polyline and Hidden Markov Model (HMM) ». In 1st International Symposium on Control, Communications and Signal Processing (ISCCSP) (Hammamet, Tunisia, March 21-24, 2004) pp. 447-450. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Da Costa, L. and Landry, Jacques-André. 2004. « A convivial visualization environment for Lsystems ». Communication lors de la conférence : Fractal 2004 : Complexity and Fractals in Nature (Vancouver, BC, Canada, Apr. 4-7, 2004).

Da Costa, L. and Landry, Jacques-André. 2004. « Synthesis of fractal models for plants and trees : first results ». Communication lors de la conférence : Fractal 2004 : Complexity and Fractals in Nature (Vancouver, BC, Canada, Apr. 4-7, 2004).

Lepage, Richard. 2004. « Data reduction in machine vision and remote sensing applications ». In International Conference on Information and Communication Technologies: From Theory to Applications (Damascus, Syria, Apr. 19-23, 2004) LXIII-LXIV. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Wong, Tony, Côté, Pascal and Sabourin, Robert. 2004. « A hybrid MOEA for the capacitated exam proximity problem ». In Congress on Evolutionary Computation (CEC) (Portland, OR, USA, June 19-23, 2004) pp. 1495-1501. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Nassif, N., Kajl, Stanislaw and Sabourin, Robert. 2004. « Evolutionary algorithms for multi-objective optimization in HVAC system control strategy ». In IEEE Annual Meeting of the Fuzzy Information Processing Society (NAFIPS) (Banff, Canada, June 27-30, 2004) pp. 51-56. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Tremblay, Guillaume, Sabourin, Robert and Maupin, Patrick. 2004. « Optimizing nearest neighbour in random subspaces using a multi-objective genetic algorithm ». In 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004) pp. 208-211. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Milgram, Jonathan, Sabourin, Robert and Cheriet, Mohamed. 2004. « Two-stage classification system combining model-based and discriminative approaches ». In 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004) pp. 152-155. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 8.

Nunes, Carlos M., Britto, Alceu de S., Kaestner, Celso A. A. and Sabourin, Robert. 2004. « Feature subset selection using an optimized hill climbing algorithm for handwritten character recognition ». In Structural, Syntactic and Statistical Pattern Recognition Joint IAPR International Workshops, SSPR and SPR Proceedings (Lisbon, Portugal, Aug. 18-20, 2004) Coll. « Lecture Notes in Computer Science », vol. 3138. pp. 1018-1025. Berlin, Germany : Springer-Verlag.
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Milgram, Jonathan, Sabourin, Robert and Cheriet, Mohamed. 2004. « Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ». In Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004) pp. 25-29.

Grandidier, Frédéric, Sabourin, Robert and Suen, Ching Y.. 2004. « Quelques techniques pour l'amélioration du pouvoir discriminant de primitives discrètes ». In Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004) pp. 111-116.

Duong, Jean, Sabourin, Robert and Emptoz, Hubert. 2004. « Proposition d'un classificateur en cascade : application à la reconnaissance de police de caractèrs rares ». In Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004) pp. 231-236.

Lepage, Richard, Lussier, J.-S. and Chenu, A.. 2003. « La vision par ordinateur et les réseaux de neurones artificiels pour caractériser et qualifier des aliments ». In Acte des 3e Atelier sur Traitement et Analyse de l'Information : Méthodes et Applications (TAIMA 03) (Hammamet, Tunisie, 29 sept.-3 oct. 2003) pp. 207-212.

Noumeir, Rita. 2004. « Reporting workflow modeling ». In Medical Imaging : PACS and Imaging Informatics (San Diego, CA, USA, Feb. 17-19, 2004) Coll. « Proceedings of SPIE », vol. 5371. pp. 8-15. USA : SPIE.
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Ma, Irwin, Wong, Tony, Sankar, Thiagas S. and Siu, Raymond. 2004. « Forecasting the volatility of a financial index by wavelet transform and evolutionary algorithm ». In IEEE International Conference on Systems, Man and Cybernetics (The Hague, Netherlands, Oct. 10-13, 2004) pp. 5824-5829. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Britto Jr, Alceu De S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2004. « Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings ». In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) pp. 371-376. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Nunes, Carlos M., De Britto Jr, Alceu S., Kaestner, Celso A. A. and Sabourin, Robert. 2004. « An optimized hill climbing algorithm for feature subset selection : evaluation on handwritten character recognition ». In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) pp. 365-370. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Milgram, Jonathan, Cheriet, Mohamed and Sabourin, Robert. 2004. « Speeding up the decision making of support vector classifiers ». In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) pp. 57-62. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y.. 2004. « Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition ». In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9) (Tokyo, Japan, Oct. 26-29, 2004) pp. 232-237. Los Alamitos, CA, USA : Institute of electrical and Electronics Engineers Computer Society.
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Morita, Marisa, Oliveira, Luiz S. and Sabourin, Robert. 2004. « Unsupervised feature selection for ensemble of classifiers ». In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9) (Tokyo, Japan, Oct. 26-29, 2004) pp. 81-86. Los Alamitos, CA, USA : Institute of electrical and Electronics Engineers Computer Society.
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Oliveira, Luiz S. and Sabourin, Robert. 2004. « Support vector machines for handwritten numerical string recognition ». In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9) (Tokyo, Japan, Oct. 26-29, 2004) pp. 39-44. Los Alamitos, CA, USA : Institute of electrical and Electronics Engineers Computer Society.
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Kapp, Marcello N., Freitas, Cinthia O. De A. and Sabourin, Robert. 2004. « Handwritten brazilian month recognition : an analysis of two NN architectures and a rejection mechanism ». In 9th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) pp. 209-214. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Santos, Cesar, Justino, Edson J. R., Bortolozzi, Flavio and Sabourin, Robert. 2004. « An off-line signature verification method based on the questioned document expert's approach and a neural network classifier ». In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9) (Tokyo, Japan, Oct. 26-29, 2004) pp. 498-502. IEEE Computer Society.
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de Souza, P. S., Britto Jr, A, sabourin, Robert, Souza, S. L. and Borges, Díbio Leandro. 2004. « K-Means VQ Algorithm using a Low-Cost Parallel Cluster Computing ». In IASTED International Conference on Parallel and Distributed Computing (Innsbruck, Austria, Feb. 17-19, 2004) pp. 392-397. ACTA Press.

Mezghani, Neila, Mitiche, Amar and Cheriet, Mohamed. 2004. « A new representation of character shape and its use in on-line character recognition by a self organizing map ». In International Conference on Image Processing (ICIP) (Singapore, Singapore, Oct. 18-21, 2004) pp. 2123-2126. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Mezghani, Neila, Mitiche, Amar and Cheriet, Mohamed. 2004. « On-line character recognition using histograms of features and an associative memory ». In IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) V-841. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Abou-Moustafa, K. T., Cheriet, Mohamed and Suen, Ching Y.. 2004. « Classification of Time-Series data using a generative/discriminative hybrid ». In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) pp. 51-56. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Tang, Hanshen, Augustin, Emmanuel, Suen, Ching Y., Baret, Olivier and Cheriet, Mohamed. 2004. « Spiral recognition methodology and its application for recognition of Chinese bank checks ». In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004) pp. 263-268. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Ben Braiek, Ezzedine, Meghoufel, Ali and Cheriet, Mohamed. 2004. « SKCS - New kernel family with compact support ». In International Conference on Image Processing (ICIP) (Singapor, Singapor, Oct. 18-21, 2004) pp. 1181-1184. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Sayadi, Mounir, Sakrani, Samir, Fnaiech, Farhat and Cheriet, Mohamed. 2004. « A new non-linear exponential 2-D adaptive filter and its application in texture characterization ». In IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) pp. 589-592. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Abou-Moustafa, K. T., Suen, Ching Y. and Cheriet, Mohamed. 2004. « A generative-discriminative hybrid for sequential data classification [image classification example] ». In IEEE International Conference on Acoustics, Speech and Signal Processing (Montreal, Canada, May 17-21, 2004) pp. 805-808. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.

Fnaiech, Nader, Abid, Sabeur, Fnaiech, Farhat and Cheriet, Mohamed. 2004. « A modified version of a formal pruning algorithm based on local relative variance analysis ». In 1st International Symposium on Control, Communications and Signal Processing (ISCCSP) (Hammamet, Tunisia, March 21-24, 2004) pp. 849-852. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Besbes, Moez, Sayadi, Mounir, Ben Braiek, Ezzedine, Fnaiech, Farhat and Cheriet, Mohamed. 2004. « Segmentation d'images basée sur le seuillage et la morphologie mathématique : application au comptage des cellules ». In Conférence Tunisienne de Génie Electrique (CTGE) (Tunis, Tunisie, 19-21 fév. 2004) pp. 391-395. Association des spécialistes électriciens de Tunisie.

Maupin, P., Granger, Éric, Wong, Tony and Sabourin, Robert. 2004. « A review of situation recognition models and systems ». Communication lors de la conférence : The 24th Army Science Conference (ASC 2004) (Orlando, FL, USA, Nov. 29-Dec. 2, 2004).

Landry, Jacques A., Da Costa, Luis and Bernier, Thomas. 2004. « Discriminant feature selection by genetic programming : towards a domain independent multi-class object detection system ». In 8th World Multi-Conference on Systemics, Cybernetics and Informatics (Orlando, FL, USA, Jul. 18-21, 2004) pp. 266-271. Orlando, FL, USA : International Institute of Informatics and Systemics.

Lévesque, S., Landry, Jacques-André and Gagnon, L.. 2004. « S31 intelligent industrial inspection station ». Affiche présentée lors de la conférence : 14th Annual Canadian Conference on Intelligent Systems (Ottawa, ON, Canada, June 6-8, 2004).

Al-Ohali, Yousef, Cheriet, Mohamed and Suen, Ching. 2003. « Databases for recognition of handwritten Arabic cheques ». Pattern Recognition, vol. 36, nº 1. pp. 111-121.
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Britto, Alceu de S. Jr., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2003. « The recognition of handwritten numeral strings using a two-stage HMM-based method ». International Journal on Document Analysis and Recognition, vol. 5, nº 2-3. pp. 102-117.

Cheriet, Mohamed and Remaki, L.. 2003. « Enhanced and restored signals as a generalized solution for shock filter models. Part II - numerical study ». Journal of Mathematical Analysis and Applications, vol. 279, nº 2. pp. 398-417.
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Koerich, Alessandro L., Sabourin, Robert and Suen, C. Y.. 2003. « Large vocabulary off-line handwriting recognition : a survey ». Pattern Analysis & Applications, vol. 6, nº 2. pp. 97-121.
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Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y.. 2003. « Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models ». International Journal on Document Analysis and Recognition, vol. 6, nº 2. pp. 126-144.
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Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2003. « Impacts of verification on a numeral string recognition system ». Pattern Recognition Letters, vol. 24, nº 7. pp. 1023-1031.
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Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2003. « A methodology for feature selection using multiobjective genetic algorithms for handwritten digit string recognition ». International Journal of Pattern Recognition and Artificial Intelligence, vol. 17, nº 6. pp. 903-929.
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Remaki, Lakhdar and Cheriet, Mohamed. 2003. « Enhanced and restored signals as a generalized solution for shock filter models. Part I - existence and uniqueness result of the Cauchy problem ». Journal of Mathematical Analysis and Applications, vol. 279, nº 1. pp. 189-209.
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Remaki, Lakhdar and Cheriet, Mohamed. 2003. « Numerical schemes of shock filter models for image enhancement and restoration ». Journal of Mathematical Imaging and Vision, vol. 18, nº 2. pp. 129-143.
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Soulaimani, Azzeddine, Wong, Tony, Azami, Y. and Ben Elhaj-ali, A.. 2003. « An Object-Oriented Approach for Building PC Clusters ». Information : an International Interdisciplinary Journal, vol. 6, nº 3. pp. 251-260.

Goel, Pradeep K., Prasher, Shiv O., Landry, Jacques-André, Patel, Ramanbhai M., Viau, Alain A. and Miller, John R.. 2003. « Estimation of crop biophysical parameters through Airborne and field hyperspectral remote sensing ». Transactions of the American Society of Agricultural Engineers, vol. 46, nº 4. pp. 1235-1246.
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Fennir, M. A., Landry, Jacques A. and Raghavan, G. S. V.. 2003. « Development and testing of an automated infrared gas analysis system for postharvest respiration study ». Applied Engineering in Agriculture, vol. 19, nº 3. pp. 335-340.
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Bernier, Thomas and Landry, Jacques-André. 2003. « A new method for representing and matching shapes of natural objects ». Pattern Recognition, vol. 36, nº 8. pp. 1711-1723.
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Goel, Pradeep K., Prasher, Shiv O., Patel, Ramanbhai M., Landry, Jacques-André, Bonnell, R. B. and Viau, Alain A.. 2003. « Classification of hyperspectral data by decision trees and artificial neural networks to identify weed stress and nitrogen status of corn ». Computers and Electronics in Agriculture, vol. 39, nº 2. pp. 67-93.
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Fennir, M. A., Landry, Jacques A. and Raghavan, G. S. V.. 2003. « Respiration rate of potatoes (Solanum tuberosum L.) measured in a two-bin research scale storage facility, using heat and moisture balance and gas analysis techniques ». Canadian Biosystems Engineering = Le Génie des biosystems au Canada, vol. 45. 4.1-4.9.
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Goel, Pradeep K., Prasher, Shiv O., Landry, Jacques-André, Patel, Ramanbhai M. and Viau, Alain A.. 2003. « Hyperspectral image classification to detect weed infestations and nitrogen status in corn ». Transactions of the American Society of Agricultural Engineers, vol. 46, nº 2. pp. 539-550.
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Yang, Chun-Chieh, Prasher, Shiv O., Landry, Jacques-Andre and Ramaswamy, Hosahalli S.. 2003. « Development of a herbicide application map using artificial neural networks and fuzzy logic ». Agricultural Systems, vol. 76, nº 2. pp. 561-574.
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Goel, Pradeep K., Prasher, Shiv O., Landry, Jacques-André, Patel, Ramanbhai M., Bonnell, R. B., Viau, Alain A. and Miller, J. R.. 2003. « Potential of airborne hyperspectral remote sensing to detect nitrogen deficiency and weed infestation in corn ». Computers and Electronics in Agriculture, vol. 38, nº 2. pp. 99-124.
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Yang, Chun-Chieh, Prasher, ShivO, Landry, Jacques-André and Ramaswamy, Hosahalli S.. 2003. « Development of an image processing system and a fuzzy algorithm for site-specific herbicide applications ». Precision Agriculture, vol. 4, nº 1. pp. 5-18.
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Prieto, Flavio, Lepage, Richard, Boulanger, Pierre and Redarce, Tanneguy. 2003. « A CAD-based 3D data acquisition strategy for inspection ». Machine Vision and Applications, vol. 15, nº 2. pp. 76-91.
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Noumeir, Rita. 2003. « Dicom structured report document type definition ». IEEE Transactions on Information Technology in Biomedicine, vol. 7, nº 4. pp. 318-328.
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Lepage, Richard and Solaiman, Bassel. 2003. « Les réseaux de neurones artificiels et leurs applications en imagerie et en vision par ordinateur ». Montréal, Canada : École de technologie supérieure. 446 p.

Kapp, Marcello N., Freitas, Cinthia O. A., Nievola, Jûlio Cesar and Sabourin, Robert. 2003. « Evaluating the conventional and class-modular architectures feedforward neural network for handwritten word recognition ». In 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI) (Sao Carlos, Brazil, Oct. 12-15, 2003) pp. 315-319. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Fournier, M. and Lepage, Richard. 2003. « Implicit surface-based geometric fusion : efficient and improved implementation for a hand-held 3D camera ». In 3rd IASTED International Conference on Visualization , Imaging and Image Processing (Benalmádena, Spain, Sept. 8-10, 2003) pp. 1077-1082. ACTA Press.

Britto, Alceu de S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2003. « Complementary features combined in an HMM-based system to recognize handwritten digits ». In 12th International Conference on Image Analysis and Processing (Mantova, Italy, Sept. 17-19, 2003) pp. 670-675. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Nassif, Nabil, Kajl, Stanislaw and Sabourin, Robert. 2003. « Two-objective on-line optimization of supervisory control strategy ». In 8th international IBPSA conference (Eindhoven, Netherlands, Aug. 11-14, 2003) pp. 927-934. International Building Performance Simulation Association.

Souza, Andrea, Cheriet, Mohamed, Naoi, Satoshi and Suen, Ching Y.. 2003. « Automatic filter selection using image quality assessment ». In Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) pp. 508-512. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Mezghani, Neila, Cheriet, Mohamed and Mitiche, Amar. 2003. « Combination of pruned Kohonen maps for on-line Arabic characters recognition ». In 7th International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) pp. 900-904. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Cheriet, Mohamed. 2003. « Shock filters for character image enhancement and peeling ». In Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) pp. 1247-1251. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, F. and Suen, Ching Y.. 2003. « Feature selection for ensembles : a hierarchical multi-objective genetic algorithm approach ». In Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) pp. 676-680. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Morita, Marisa, Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2003. « A recognition and verification strategy for handwritten word recognition ». In Seventh International Conference on Document Analysis and Recognition (Edinburgh, UK, Aug. 3-6, 2003) pp. 482-486. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Morita, Marisa, Sabourin, Robert, Bortolozzi, F. and Suen, Ching Y.. 2003. « Unsupervised feature selection using multi-objective genetic algorithms for handwritten word recognition ». In Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003) pp. 666-670. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2002. « Automatic recognition of handwritten numerical strings: a recognition and verification strategy ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, nº 11. pp. 1438-1454.
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Ye, Xiangyun, Cheriet, Mohamed and Suen, Ching Y.. 2002. « StrCombo : combination of string recognizers ». Pattern Recognition Letters, vol. 23, nº 4. pp. 381-394.
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Ayat, Nedjem Eddine, Cheriet, Mohamed and Suen, Ching Y.. 2002. « Optimization of the SVM kernels using an empirical error minimization scheme ». In Pattern Recogniton with Support Vector Machines : First International Workshop, SVM 2002 Niagara Falls, Canada, August 10, 2002 Proceedings (Niagara Falls, Canada, Aug. 10, 2002) Coll. « Lecture Notes in Computer Science », vol. 2388. pp. 354-369. Berlin, Germany : Springer-Verlag.
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Fnaiech, Farhat, Abid, Sabeur, Ellala, Nizar and Cheriet, Mohamed. 2002. « A comparative study of fast neural network learning algorithms ». In IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) pp. 24-29. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Fnaiech, Nader, Fnaiech, Farhat and Cheriet, Mohamed. 2002. « A new feedforward neural network pruning algorithm: SSM-Iterative pruning (SSMIP) ». In IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) pp. 342-347. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Koerich, A. L., Leydier, Yann, Sabourin, Robert and Suen, Ching Y.. 2002. « Système hybride de reconnaissance de mots manuscrits sur un grand vocabulaire utilisant des réseaux neuronaux et des modèles de Markov cachés ». In CIFED '2002 : colloque international francophone sur l'écrit et le document : Hammamet, 21-23 octobre 2002 (Hammamet, Tunisie, 21-23 oct. 2002) pp. 325-334. Le Chesnay, Suisse : INRIA.

Justino, Edson J. R., Bortolozzi, Flavio and Sabourin, Robert. 2002. « The interpersonal and intrapersonal variability influences on off-line signature verification using HMM ». In 15th Brazilian Symposium on Computer Graphics and Image Processing (Fortaleza, Ceara, Brazil, Oct. 7-10, 2002) pp. 197-202. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Correia, Suzete E. N., De Carvalho, Joao M. and Sabourin, Robert. 2002. « Human-perception handwritten character recognition using wavelets ». In 15th Brazilian Symposium on Computer Graphics and Image Processing (Fortaleza, Ceara, Brazil, Oct. 7-10, 2002) p. 404. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

de Oliveira, José J. Jr., de Carvalho, Joao M., de A. Freitas, Cinthia O. and Sabourin, Robert. 2002. « Evaluating NN and HMM classifiers for handwritten word recognition ». In 15th Brazilian Symposium on Computer Graphics and Image Processing (Fortaleza, Ceara, Brazil, Oct. 7-10, 2002) pp. 210-217. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Bigras, Pascal, Khayati, Karim and Wong, Tony. 2002. « Modified feedback linearization controller for pneumatic system with non negligible connection port restriction ». In IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) pp. 227-231. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Wong, Tony, Bigras, Pascal and Khayati, Karim. 2002. « Causality assignment using multi-objective evolutionary algorithms ». In IEEE International Conference on Systems, Man and Cybernetics (Hammamet, Tunisia, Oct. 6-9, 2002) pp. 36-41. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Bigras, Pascal, Petrov, Plamen and Wong, Tony. 2002. « A LMI approach to feedback path control for an articulated mining vehicle ». In ELECTRIMACS 2002 : 7th international conference on modeling and simulation of electric machines converters and systems : proceedings : Montreal, august 18-21, 2002 (Montreal, QC, Canada, Aug. 18-21, 2002) ELECTRIMACS.

Fataicha, Y., Cheriet, Mohamed, Nie, J. Y. and Suen, Ching Y.. 2002. « Content analysis in document images : a scale space approach ». In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) pp. 335-338. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Al-Ohali, Yousef, Cheriet, Mohamed and Suen, Ching Y.. 2002. « Introducing termination probabilities to HMM ». In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) pp. 319-322. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Al-Ohali, Yousef, Cheriet, Mohamed and Suen, Ching Y.. 2002. « Efficient estimation of pen trajectory from off-line handwritten words ». In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) pp. 323-326. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Britto Jr, Alceu De S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2002. « A string length predictor to control the level building of HMMs for handwritten numeral recognition ». In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) pp. 31-34. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Ayat, Nedjem Eddine, Cheriet, Mohamed and Suen, Ching Y.. 2002. « KMOD - A two-parameter SVM kernel for pattern recognition ». In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) pp. 331-334. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Morita, Marisa, Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2002. « HMM-MLP hybrid system to recognize handwritten dates ». In International Joint Conference on Neural Networks (IJCNN) (Honolulu, HI, USA, May 12-17, 2002) pp. 867-872. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Britto, Alceu de Souza, Freitas, Cinthia Obladen de Almendra, Justino, Edson J. R., Borges, Díbio Leandro, Facon, Jacques, Bortolozzi, Flávio and Sabourin, Robert. 2001. « Técnicas em Processamento e Análise de Documentos Manuscritos ». RITA, vol. 8, nº 2. pp. 47-68.

Botez, Ruxandra, Boustani, I., Vayani, N., Bigras, Pascal and Wong, Tony. 2001. « Optimal control laws for gust alleviation ». Canadian Aeronautics and Space Journal = Journal Aéronautique et Spatial du Canada, vol. 47, nº 1. pp. 1-6.
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Xiangyun, Ye, Cheriet, Mohamed and Suen, Ching Y.. 2001. « Stroke-model-based character extraction from gray-level document images ». IEEE Transactions on Image Processing, vol. 10, nº 8. pp. 1152-1161.
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Xiangyun, Ye, Cheriet, Mohamed and Suen, Ching Y.. 2001. « A generic method of cleaning and enhancing handwritten data from business forms ». International Journal on Document Analysis and Recognition, vol. 4, nº 2. pp. 84-96.
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Duong, Jean, Côté, Myriam, Emptoz, Hubert and Suen, Ching Y.. 2001. « Extraction of text areas in printed document images ». In ACM Symposium on Document Engineering (DocEng) (Atlanta, GA, USA, Nov. 9-10, 2001) pp. 157-165. USA : Association for Computing Machinery.
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Oliveira, L. S., Benamed, N., Sabourin, R., Bortolozzi, F. and Suen, C. Y.. 2001. « Feature subset selection using genetic algorithms for handwritten digit recognition ». In Proceedings of XIV Brazilian Symposium on Computer Graphics and Image Processing (Florianopolis, Brazil, Oct. 15-18, 2001) p. 362. IEEE.
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Oliveira, L. S., Sabourin, R., Bortolozzi, F. and Suen, C. Y.. 2001. « High-level verification of handwritten numeral strings ». In Proceedings of XIV Brazilian Symposium on Computer Graphics and Image Processing (Florianopolis, Brazil, Oct. 15-18, 2001) pp. 36-43. IEEE.
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Ayat, N. E., Cheriet, Mohamed, Remaki, Lakhdar and Suen, Ching Y.. 2001. « KMOD - a new support vector machine kernel with moderate decreasing for pattern recognition. Application to digit image recognition ». In Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 1215-1219. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Britto, A., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2001. « A two-stage HMM-based system for recognizing handwritten numeral strings ». In Proceedings of Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 396-400. Los Aalmitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Freitas, C. O. A., Bortolozzi, Flavio and Sabourin, Robert. 2001. « Handwritten isolated word recognition: an approach based on Mutual Information for feature set validation ». In Proceedings of Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 665-669. Los Aalmitos, CA, USA : IEEE Comput. Soc.
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Grandidier, Frédéric, Sabourin, Robert, Gilloux, M and Suen, C. Y.. 2001. « An a priori indicator of the discrimination power of discrete hidden Markov models ». In Proceedings of Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 350-354. Los Aalmitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Justino, E. J. R., Bortolozzi, Flavio and Sabourin, Robert. 2001. « Off-line signature verification using HMM for random, simple and skilled forgeries ». In Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 1031-1034. Los Aalmitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y.. 2001. « A distributed scheme for lexicon-driven handwritten word recognition and its application to large vocabulary problems ». In 6th International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 660-664. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Morita, Marisa, El Yacoubi, A., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2001. « Handwritten month word recognition on Brazilian bank cheques ». In Proceedings of Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 972-976. Los Aalmitos, CA, USA : IEEE Comput. Soc.
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Oliveira, L. S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2001. « A modular system to recognize numerical amounts on Brazilian bank cheques ». In Proceedings of Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 389-394. Los Aalmitos, CA, USA : IEEE Comput. Soc.
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Valois, Jean-Philippe, Côté, Myriam and Cheriet, Mohamed. 2001. « Online recognition of sketched electrical diagrams ». In Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 460-464. Los Aalmitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Ye, Xiangyun, Cheriet, Mohamed and Suen, Ching Y.. 2001. « A framework of combining numeric string recognizers ». In 6th International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001) pp. 716-720. Los Aalmitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Belouchrani, Adel and Cheriet, Mohamed. 2001. « On the use of a new compact support kernel in time frequency analysis ». In 11th IEEE Workshop on Statistical Signal Processing (Singapor, Singapor, Aug. 6-8, 2001) pp. 333-336. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Bigras, Pascal, Wong, Tony and Botez, Ruxandra. 2001. « Pressure tracking control of a double restriction pneumatic system ». In IASTED International Conference, Control and Applications (Banff, AB, Canada, June 27-29, 2001) pp. 273-278. Anaheim, CA, USA : ACTA Press.

Britto, A. S., Sabourin, R., Lethelier, E., Bortolozzi, F. and Suen, C. Y.. 2001. « An enhanced HMM topology in an LBA framework for the recognition of handwritten numeral strings ». In Advances in pattern recognition: ICAPR 2001: second international conference, Rio de Janeiro, Brazil, March 11-14, 2001: proceedings (Rio de Janeiro, Brazil, March 11-14, 2001) Coll. « Lecture Notes in Computer Science », vol. 2013. pp. 105-114. New York, NY, USA : Springer.
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Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y.. 2001. « A time-length constrained level building algorithm for large vocabulary handwritten word recognition ». In Second International Conference on Advances in Pattern Recognition (Rio de Janeiro, Brazil, March 11-14, 2001) pp. 127-136. Berlin, Germany : Springer-Verlag.
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Lepage, Richard, Rouhana, Rouhana G., St.-Onge, Benoît, Noumeir, Rita and Desjardins, Robert. 2000. « Cellular neural network for automated detection of geological lineaments on Radarsat images ». IEEE Transactions on Geoscience and Remote Sensing, vol. 38, nº 3. pp. 1224-1233.
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Remaki, Lakhdar and Cheriet, Mohamed. 2000. « KCS - new kernel family with compact support in scale space : formulation and impact ». IEEE Transactions on Image Processing, vol. 9, nº 6. pp. 970-981.
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Vincent, Nicole, Bouletreau, Viviane, Emptoz, Hubert and Sabourin, Robert. 2000. « How to use fractal dimensions to qualify writings and writers ». Fractals : Complex Geometry Patterns and Scaling in Nature and Society, vol. 8, nº 1. pp. 85-97.
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Wong, Tony, Houle, J.-L. and Botez, Ruxandra. 2000. « Complexity of a class of task scheduling problems ». Libertas Mathematica, vol. 20. pp. 131-140.

Soulaïmani, A., Wong, T. and Azami, Y.. 2001. « Building PC clusters: an object-oriented approach ». In Parallel computational fluid dynamics: trends and applications: proceedings of the Parallel CFD 2000 Conference (Trondheim, Norway, May 22-25, 2000) pp. 139-146. New York, NY, USA : Elsevier.

El Yacoubi, A., Justino, E. J. R., Sabourin, R. and Bortolozzi, F.. 2000. « Off-line signature verification using HMMs and cross-validation ». In Neural networks for signal processing X: proceedings of the 2000 IEEE Signal Processing Society Workshop. (Sydney, Australia, Dec. 11-13, 2000) pp. 859-868. Piscataway, NJ, USA : IEEE.
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Justino, Edson J. R., El Yacoubi, Abdenaim, Bortolozzi, Flavio and Sabourin, Robert. 2000. « An off-line signature verification system using hidden Markov model and cross-validation ». In XIII Brazilian Symposium on Computer Graphics and Image Processing: proceedings: October 17-20, 2000, Gramado (RS), Brazil (Gramado, Brazil, Oct. 17-20, 2000) pp. 105-112. Los Alamitos, CA, USA : IEEE.
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Morita, Maria Emika, Lethelier, Edouard, El Yacoubi, Abdenaim, Bortolozzi, Flavio and Sabourin, Robert. 2000. « Recognition of handwritten dates on bank checks using an HMM approach ». In XIII Brazilian Symposium on Computer Graphics and Image Processing: proceedings: October 17-20, 2000, Gramado (RS), Brazil (Gramado, Brazil, Oct. 17-20, 2000) pp. 113-120. Los Alamitos, CA, USA : IEEE.
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Oliveira, Luiz E. Soares de, Lethelier, Edouard, Bortolozzi, Flavio and Sabourin, Robert. 2000. « Handwritten digits segmentation based on structural approach ». In XIII Brazilian Symposium on Computer Graphics and Image Processing: proceedings: October 17-20, 2000, Gramado (RS), Brazil (Gramado, Brazil, Oct. 17-20, 2000) pp. 67-73. Los Alamitos, CA, USA : IEEE.
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Al-Ohali, Yousef, Cheriet, Mohamed and Suen, Ching. 2000. « Databases for recognition of handwritten Arabic cheques ». In 7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings (Amsterdam, Netherlands, Sept. 11-13, 2000) pp. 601-606. Nijmefen : International Unipen Foundation.

Ye, Xiangyun, Suen, Ching and Cheriet, Mohamed. 2000. « A generic system to extract and clean handwritten data from business forms ». In 7th International Workshop on Frontiers in Handwriting Recognition : September 11-13, 2000, Amsterdam, the Netherlands : proceedings (Amsterdam, Netherlands, Sept. 11-13, 2000) pp. 63-72. Nijmefen : International Unipen Foundation.

Oliveira, Luiz E. Soares de, Lethelier, Edouard, Bortolozzi, Flavio and Sabourin, Robert. 2000. « A new segmentation approach for handwritten digits ». In 15th International Conference on Pattern Recognition (ICPR'00) (Barcelona, Spain, Sept. 3-7, 2000) pp. 323-326. Piscataway, NJ, USA : IEEE.
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Ayat, N. E., Cheriet, Mohamed and Suen, Ching. 2000. « Un système neuro-flou pour la reconnaissance de montants numériques de chèques arabes ». In CIFED'2000. Colloque International Francophone sur l’Écrit et le Document (Lyon, France, 3-5 juil. 2000) pp. 171-180. Lausanne, Suisse : Presses polytechniques et universitaires romandes.

Miled, H., Olivier, C. and Cheriet, Mohamed. 2000. « Modélisation de la notion de pseudo-mot en reconnaissance de mots manuscrits arabes ». In CIFED'2000. Colloque International Francophone sur l’Écrit et le Document (Lyon, France, 3-5 juil. 2000) pp. 161-170. Lausanne, Suisse : Presses polytechniques et universitaires romandes.

Prieto, Flavio, Lepage, Richard, Boulanger, Pierre and Redarce, Tanneguy. 2000. « Inspection of 3D parts using high accuracy range data ». In Machine vision applications in industrial inspection VIII : 24-26 January 2000, San Jose, California (San Jose, CA, USA, Jan. 24-26, 2000) Coll. « Proceedings of SPIE », vol. 3966. pp. 82-93. Bellingham, WA, USA : SPIE.
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De Oliveira Jr, J. J., Kapp, M. N., Freitas, C. O. De A., De Carvalho, J. M. and Sabourin, Robert. 2004. « Handwritten recognition with multiple classifiers for restricted lexicon ». In 17th Brazilian Symposium on Computer Graphics and Image Processing (Curitiba, Brazil, Oct. 17-20, 2004) pp. 82-89. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Tang, Hanshen, Augustin, Emmanuel, Suen, Ching Y., Baret, Olivier and Cheriet, Mohamed. 2004. « Recognition of unconstrained legal amounts handwritten on Chinese bank checks ». In 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004) pp. 610-613. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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El-Yacoubi, A., Gilloux, M., Sabourin, Robert and Suen, C. Y.. 1999. « An HMM-based approach for off-line unconstrained handwritten word modeling and recognition ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 21, nº 8. pp. 752-760.
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Prieto, Flavio, Redarce, Tanneguy, Lepage, Richard and Boulanger, Pierre. 1998. « Visual system for fast and automated inspection of 3D parts ». Revue internationale de CFAO et d'informatique graphique, vol. 13, nº 4-5-6. pp. 211-227.

Cheriet, Mohamed. 1999. « Extraction of handwritten data from noisy gray-level images using a multiscale approach ». International Journal of Pattern Recognition and Artificial Intelligence, vol. 13, nº 5. pp. 665-684.
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Enembreck, Fabricio, Avita, Braulio Coelho and Sabourin, Robert. 1999. « Verificação de assinaturas manuscritas : uma abordagem paraconsistente ». In Lógica e Theoria da Ciência. pp. 7-22. Instituto de Estudos Avançados da Universidade de São Paulo.

Enembreck, Fabricio, Avila, Braulio Coelho and Sabourin, Robert. 1999. « Decision tree-based paraconsistent learning ». In XIX International Conference of the Chilean Computer Science Society (SCCC '99) (Talca, Chile, Nov. 11-13, 1999) pp. 43-52. IEEE.
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de Olivera, L. E., Bortolozzi, F. and Sabourin, Robert. 1999. « Extraçao e codificaçao das estruturas lògica e fisica a partir de imagens de cheques bancàrios brasileiros ». In International Seminar on knowledge/Document Management (ISKM/DM '99) (Curitiba, Brasil, Dec. 6-9, 1999) pp. 88-102.

Prieto, F., Redarce, T., Boulanger, P. and Lepage, R.. 1999. « CAD-based range sensor placement for optimum 3D data acquisition ». In Second International Conference on 3-D digital imaging and modeling , 1999 : proceedings (Ottawa, ON, Canada, Oct. 4-8, 1999) pp. 128-137. Los Alamitos, CA, USA : IEEE.
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Grandidier, F., Sabourin, R., El-Yacoubi, A., Gilloux, M. and Suen, C. Y.. 1999. « Influence of word length on handwriting recognition ». In Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999. ICDAR '99 (Bangalore, India, Sept. 20-22, 1999) pp. 777-780. Piscataway, NJ, USA : IEEE.
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Morita, Marisa E., Facon, Jacques, Bortolozzi, Flavio, Garnés, Sylvio J. A. and Sabourin, Robert. 1999. « Mathematical morphology and weighted least squares to correct handwriting baseline skew ». In Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999. ICDAR '99 (Bangalore, India, Sept. 20-22, 1999) pp. 430-433. Piscataway, NJ, USA : IEEE.
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Remaki, Lakhdar and Cheriet, Mohamed. 1999. « Visual data extraction from bi-level document images using a generalized kernel family with compact support, in scale-space ». In Fifth International Conference on Document Analysis and Recognition (Bangalore, India, Sept. 20-22, 1999) pp. 609-612. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Ye, Xiangyun, Cheriet, Mohamed and Suen, Ching Y.. 1999. « Model-based character extraction from complex backgrounds ». In Proceedings of the Fifth International Conference on Document Analysis and Recognition (Bangalore, India, Sept. 20-22, 1999) pp. 511-514. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Léonard, Simon, Lepage, Richard and Redarce, Tanneguy. 1999. « Associative memory for geon-based object identification ». In International Joint Conference on Neural Networks (Washington, DC, USA, Jul. 10-6, 1999) pp. 3494-3499. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Maupin, Patrick, Lepage, Richard and Solaiman, Basel. 1999. « The study of change using conditional morphological operators ». In IEEE 1999 International Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings (Hamburg, Germany, June 28-July 2, 1999) pp. 916-918. Piscataway, NJ, USA : IEEE.

Remaki, Lakhdar and Cheriet, Mohamed. 1999. « Building new kernel family with compact support, in scale-space ». In Vision Interface Conference (Trois-Rivières, Canada, May 19-21, 1999) pp. 445-452. Toronto, Canada : Canadian Image Processing and Pattern Recognition Society.

Grégoire, Normand, Lepage, Richard and Redarce, Tanneguy. 1999. « From CAD to geons : a simplified data representation for rapid indexing of large CAD models database ». In Machine Vision Applications in Industrial Inspection VII (San Jose, CA, USA, Jan. 25-26, 1999) Coll. « Proceedings of SPIE », vol. 3652. pp. 224-231. USA : SPIE.
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Cheriet, Mohamed, Said, J. N. and Suen, C. Y.. 1998. « A recursive thresholding technique for image segmentation ». IEEE Transactions on Image Processing, vol. 7, nº 6. pp. 918-921.
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Coté, M., Lecolinet, E., Cheriet, Mohamed and Suen, Ching Y.. 1998. « Automatic reading of cursive scripts using a reading model and perceptual concepts : the PERFECTO system ». International Journal on Document Analysis and Recognition, vol. 1, nº 1. pp. 3-17.
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Naugthon, Patrick and Noumeir, Rita. 1998. « Programmation en Java, version 1.2 : concepts et applications ». Montréal : Chenelière/McGraw-Hill. 343 p.

Morita, Marisa E., Bortolozzi, Flavio, Facon, Jacques and Sabourin, Robert. 1998. « Morphological approach of handwritten word skew correction ». In International Symposium on Computer Graphics, Image Processing, and Vision, 1998. Proceedings. SIBGRAPI '98 (Rio de Janeiro, Brazil, Oct. 20-23, 1998) pp. 456-461. IEEE Computer Society.
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El Yacoubi, A., Sabourin, Robert, Suen, C. Y. and Gilloux, M.. 1998. « Improved model architecture and training phase in a off-line HMM-bases word recognition system ». Communication lors de la conférence : 14th International Conference on Pattern Recognition (ICPR'98) (Brisbane, Australia, Aug. 17-20, 1998).

Bouletreau, V., Vincent, N., Sabourin, Robert and Emptoz, H.. 1998. « Handwritting and signature : one or two personality identifiers? ». Communication lors de la conférence : 14th International Conference on Pattern Recognition (ICPR'98) (Brisbane, Australia, Aug. 17-20, 1998).

Boulétreau, V., Vincent, N., Sabourin, R. and Emptoz, H.. 1998. « Écriture et signature: même comportement face à la reconnaissance? ». In Actes du 1er colloque international francophone sur l'écrit et le document tenu dans le cadre du congrès de l'Acfas à Québec en mai 1998 (Québec, QC, Canada, 11-13 mai 1998) Coll. « Cahiers de l'ACFAS », vol. 93. pp. 316-324. Montréal, QC, Canada : Association canadienne-française pour l'avancement des sciences.

El Yacoubi, A., Sabourin, R., Suen, C. Y. and Gilloux, M.. 1998. « Amélioration de la modélisation Markovienne dans un système de reconnaissance de mots manuscrits ». In Actes du 1er colloque international francophone sur l'écrit et le document tenu dans le cadre du congrès de l'Acfas à Québec en mai 1998 (Québec, QC, Canada, 11-13 mai 1998) Coll. « Cahiers de l'ACFAS », vol. 93. pp. 14-23. Montréal, QC, Canada : Association canadienne-française pour l'avancement des sciences.

Gravel, A., Lepage, Richard and de Guise, Jacques A.. 1998. « Optimisation des contours actifs par un réseau de Hopfield pour la détection des médianes costales à partir de radiographies ». Communication lors de la conférence : 66e Congrès de l'ACFAS (Québec, QC, Canada, 11-13 mai 1998).

Lavigne, D. and Lepage, Richard. 1998. « Extraction de géons d'une image d'illuminance par le biais d'une modélisation tridimensionnelle de composantes volumétriques projetées de pièces manufacturées ». Communication lors de la conférence : 66e Congrès de l'ACFAS (Québec, QC, Canada, 11-13 mai 1998).

Miled, H., Cheriet, Mohamed, Olivier, Claude and Lecourtier, Y.. 1998. « Modélisation markovienne de l'écriture arabe manuscrite: une approche analytique ». In Actes du 1er colloque international francophone sur l'écrit et le document tenu dans le cadre du congrès de l'Acfas à Québec en mai 1998 (Québec, QC, Canada, 11-13 mai 1998) Coll. « Cahiers de l'ACFAS », vol. 93. pp. 50-59. Montréal, QC, Canada : Association canadienne-française pour l'avancement des sciences.

Morita, M. E., Facon, J., Sabourin, R. and Bortolozzi, F.. 1998. « Approche morphologique de correction de l'inclinaison des mots dans l'écriture manuscrite ». In Actes du 1er colloque international francophone sur l'écrit et le document tenu dans le cadre du congrès de l'Acfas à Québec en mai 1998 (Québec, QC, Canada, 11-13 mai 1998) Coll. « Cahiers de l'ACFAS », vol. 93. pp. 335-343. Montréal, QC, Canada : Association canadienne-française pour l'avancement des sciences.

Scalabrin, E., Bortolozzi, F., Kaestner, C. and Sabourin, R.. 1998. « MULTICHECK: une architecture d'agents cognitifs indépendants pour le traitement automatique des chèques bancaires brésiliens ». In Actes du 1er colloque international francophone sur l'écrit et le document tenu dans le cadre du congrès de l'Acfas à Québec en mai 1998 (Québec, QC, Canada, 11-13 mai 1998) Coll. « Cahiers de l'ACFAS », vol. 93. pp. 433-442. Montréal, QC, Canada : Association canadienne-française pour l'avancement des sciences.

Crevier, Daniel and Lepage, Richard. 1997. « Knowledge-based image understanding systems : a survey ». Computer Vision and Image Understanding, vol. 67, nº 2. pp. 161-185.
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Doré, Sylvie, Kearney, R. E. and de Guise, Jacques A.. 1997. « Experimental correlation-based identification of X-ray CT point spread function .Part II : Simulation and design of input signal ». Medical and Biological Engineering and Computing, vol. 35, nº 1. pp. 9-16.
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Doré, Sylvie, Kearney, R. E. and de Guise, Jacques A.. 1997. « Experimental correlation-based identification of X-ray CT point spread function. Part I : Method and experimental results ». Medical and Biological Engineering and Computing, vol. 35, nº 1. pp. 2-8.
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Liu, Ke, Suen, Ching Y., Cheriet, Mohamed, Said, Joseph N., Nadal, Christine and Tang, Yuan Y.. 1997. « Automatic extraction of baselines and data from check images ». International Journal of Pattern Recognition and Artificial Intelligence, vol. 11, nº 4. pp. 675-697.
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Murshed, Nabeel A., Sabourin, Robert and Bortolozzi, Flavio. 1997. « A cognitive approach to off-line signature verification ». International Journal of Pattern Recognition and Artificial Intelligence, vol. 11, nº 5. pp. 801-825.
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Sabourin, Robert, Genest, Ginette and Preteux, Francoise J.. 1997. « Off-line signature verification by local granulometric size distributions ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, nº 9. pp. 976-988.
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Cheriet, Mohamed, Said, J.N. and Suen, Ching Y.. 1997. « Un modèle formel pour le traitement de données visuelles sur des formulaires d’affaires et documents manuscrits ». In Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Coll. « Cahiers Scientifiques », vol. 90. pp. 172-183. Montréal : Association canadienne-française pour l'avancement des sciences.

Côté, Marc-Alexis, Lecolinet, E., Cheriet, Mohamed and Suen, Ching Y.. 1997. « Lecture automatique d’écriture cursive utilisant des concepts perceptifs ». In Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Coll. « Cahiers Scientifiques », vol. 90. pp. 131-140. Montréal : Association canadienne-française pour l'avancement des sciences.

Côté, Marc-Alexis, Cheriet, Mohamed, Suen, Ching Y. and Lecolinet, E.. 1997. « Détection des lignes de référence de mots cursifs à l’aide de l’entropie ». In Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Coll. « Cahiers Scientifiques », vol. 90. pp. 184-193. Montréal : Association canadienne-française pour l'avancement des sciences.

El Yacoubi, A., Gilloux, M., Sabourin, R. and Suen, C. Y.. 1997. « Objective evaluation of the discriminant power of features in a HMM-based word recognition system ». In Advances in document image analysis: first Brazilian symposium, BSDIA '97, Curitiba, Brazil, November 2-5, 1997: proceedings (Curitiba, Brazil, Nov. 2-5, 1997) Coll. « Lecture Notes in Computer Science », vol. 1339. pp. 60-73. New York, NY, USA : Springer Verlag.
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de Oliveira, Claudio, Kaestner, Celso A., Bortolozzi, Flavio and Sabourin, Robert. 1997. « Generation of signatures by deformations ». In Advances in document image analysis: first Brazilian symposium, BSDIA '97, Curitiba, Brazil, November 2-5, 1997: proceedings (Curitiba, Brazil, Nov. 2-5, 1997) Coll. « Lecture Notes in Computer Science », vol. 1339. pp. 283-298. New York, NY, USA : Springer Verlag.
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Sabourin, Robert. 1997. « Off-line signature verification : recent advances and perspectives ». In Advances in Document Image Analysis (Curitiba, Brazil, Nov. 2-5, 1997) Coll. « Lecture Notes in Computer Science », vol. 1339. pp. 84-98. Berlin, Germany : Springer-Verlag.
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Santos, J. E., Bortolozzi, F. and Sabourin, R.. 1997. « A simple methodology to bank cheque segmentation ». In Advances in document image analysis: first Brazilian symposium, BSDIA '97, Curitiba, Brazil, November 2-5, 1997: proceedings (Curitiba, Brazil, Nov. 2-5, 1997) Coll. « Lecture Notes in Computer Science », vol. 1339. pp. 334-343. New York, NY, USA : Springer Verlag.
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Simon, C., Levrat, E., Bremont, J. and Sabourin, R.. 1997. « A fuzzy perception for off-line handwritten signature verification ». In Advances in document image analysis: first Brazilian symposium, BSDIA '97, Curitiba, Brazil, November 2-5, 1997: proceedings (Curitiba, Brazil, Nov. 2-5, 1997) Coll. « Lecture Notes in Computer Science », vol. 1339. pp. 261-272. New York, NY, USA : Springer Verlag.
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Mkaouar, Mohamed, Lepage, Richard and Laurendeau, Denis. 1997. « Finding salient groups in range image data ». In Conference on Intelligent Robots and Computer Vision Xvi : Algorithms, Techniques, Active Vision, and Materials Handling (Pittsburgh, PA, USA, Oct. 14-17, 1997) Coll. « Proceedings of SPIE », vol. 3208. pp. 234-244. USA : SPIE.

Bouletreau, V., Vincent, N., Sabourin, R. and Emptoz, H.. 1997. « Synthetic parameters for handwriting classification ». In Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) pp. 102-106. IEEE.
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Côté, M., Cheriet, M., Lecolinet, E. and Suen, C. Y.. 1997. « Automatic reading of cursive scripts using human knowledge ». In Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) pp. 107-111. Los Alamitos, CA, USA : International Association for Pattern Recognition.
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Motawe, Deya, Amin, Adnan and Sabourin, Robert. 1997. « Segmentation of arabic cursive script ». In Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) pp. 625-628. Los Alamitos, CA, USA : International Association for Pattern Recognition.

Miled, H., Olivier, C., Lecourtier, Y. and Cheriet, M.. 1997. « Coupling observation/letter for a Markovian modelisation applied to the recognition of Arabic handwriting ». In Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) pp. 580-583. Los Alamitos, CA, USA : IEEE.
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Sabourin, Robert, Drouhard, J. P. and Wah, Etienne Sum. 1997. « Shape matrices as a mixed shape factor for off-line signature verification ». In 4th International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997) pp. 661-665. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Bélanger, H., Noumeir, Rita and Lepage, Richard. 1997. « Réseau de neurones de Kohonen pour extraire les contours dans une image à niveaux de gris ». Communication lors de la conférence : 65e Colloque de l'ACFAS (Trois-Rivières, QC, Canada, 12-16 mai 1997).

Dufour, T. and Noumeir, Rita. 1997. « Orientation et grandeur d'objets elliptiques ». Communication lors de la conférence : 65e Colloque de l'ACFAS (Trois-Rivières, QC, Canada, 12-16 mai 1997).

El-Daccache, R. and Noumeir, Rita. 1997. « Surfaces actives (reconstruction 3D): application à l'imagerie médicale nucléaire ». Communication lors de la conférence : 65e Colloque de l'ACFAS (Trois-Rivières, QC, Canada, 12-16 mai 1997).

Doré, Sylvie and Lavallee, Patrice. 1997. « Design and fabrication of intake manifold for formula SAE (Society of Automotive Engineers) race car ». In Rapid Product Development Technologies (Boston, MA, USA, Nov. 18-19, 1996) Coll. « Proceedings of SPIE », vol. 2910. pp. 187-197. USA : SPIE.
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Drouhard, J. P., Sabourin, Robert and Godbout, M.. 1996. « A neural network approach to off-line signature verification using directional PDF ». Pattern Recognition, vol. 29, nº 3. pp. 415-424.
Compte des citations dans Scopus : 91.

Suen, Ching Y., Lam, L., Guillevic, D., Strathy, N. W., Cheriet, Mohamed, Said, J. N. and Fan, R.. 1996. « Bank check processing system ». International Journal of Imaging Systems and Technology, vol. 7, nº 4. pp. 392-403.
Compte des citations dans Scopus : 35.

Simon, C., Levrat, E., Brémont, J. and Sabourin, Robert. 1996. « Codage d'images de signatures manuscrites pour la vérification hors-ligne ». In Rencontres Francophones sur la Logique Floue et ses Applications (LFA'96) (Nancy, France, 4-5 déc. 1996) pp. 23-30. Toulouse, France : Cépaduès Editions.

Murshed, N.A., Bortolozzi, F. and Sabourin, Robert. 1996. « The use of neural networks for classification of cancerous cells based on one-class problem approach ». In Progress in neural information processing : ICONIP'96 : proceedings of the International Conference on Neural Information Processing, Hong Kong, September 24-27, 1996 (Hong Kong, China, 24-27 Sept., 1996) pp. 1146-1151. Berlin ; New York : Springer.

Mkaouar, Mohamed, Lepage, Richard and Laurendeau, Denis. 1997. « 3D object parts inference from range image data ». In Conference on Rapid Product Development Technologies (Boston, MA, USA, Nov. 18-19, 1996) Coll. « Proceedings of SPIE », vol. 2910. pp. 18-27. USA : SPIE.

Noumeir, Rita, Mailloux, Guy E. and Lemieux, Raymond. 1996. « Use of an optical flow algorithm to quantify and correct patient motion during tomographic acquisition ». In International Conference on Image Processing (ICIP) (Lausanne, Switzerland, Sept. 16-19, 1996) pp. 559-562. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert. 1996. « A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach ». In Proceedings of the 13th International Conference on Pattern Recognition, 1996 (Vienna, Austria, Aug. 25-29, 1996) pp. 478-482. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 6.

Sabourin, Robert, Genest, Ginette and Prêteux, Françoise. 1996. « Pattern spectrum as a local shape factor for off-line signature verification ». In Proceedings of the 13th International Conference on Pattern Recognition (ICPR) (Vienns, Austria, Aug. 25-29, 1996) pp. 43-48. IEEE.
Compte des citations dans Scopus : 11.

Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert. 1996. « Classification of cancerous cells based on the one-class problem approach ». In Applications and Science of Artificial Neural Networks II (Orlando, FL, USA, April 9-12, 1996) Coll. « Proceedings of the SPIE », vol. 2760. pp. 487-494. USA : SPIE-International Society for Optical Engineering.
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Sabourin, Robert. 1996. « Une approche perceptuelle pour la définition d'une représentation adaptée au problème de la vérification hors-ligne des signatures manuscrites ». Communication lors de la conférence : Colloque multidisciplinaire L'intelligence artificielle dans les technologies de l'information tenu dans le cadre du Congrès de l'ACFAS (Montréal, QC, Canada, 13-17 mai 1996).

Crevier, Daniel, Benzouane, Abdenour, Parthasarathy, Guturu and Lepage, Richard. 1997. « La segmentation d'images par système à base de connaissances ». In Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Coll. « Cahiers Scientifiques », vol. 90. pp. 36-46. Montréal : Association canadienne-française pour l'avancement des sciences.

Noumeir, Rita. 1996. « Reconstruction du mouvement d'une ellipsoïde à partir de ses projections ». Communication lors de la conférence : Colloque multidisciplinaire L'intelligence artificielle dans les technologies de l'information tenu dans le cadre du Congrès de l'ACFAS (Montréal, QC, Canada, 13-17 mai 1996).

Lepage, Richard. 1996. « Revue des principaux modèles de réseaux neuroniques en vision artificielle préattentive ». Communication lors de la conférence : Colloque multidisciplinaire L'intelligence artificielle dans les technologies de l'information tenu dans le cadre du Congrès de l'ACFAS (Montréal, QC, Canada, 13-17 mai 1996).

Liozon, F., Devaux, J. Y. and Noumeir, Rita. 1996. « Détection de contour ventriculaire gauche ». Communication lors de la conférence : Annales de l'ACFAS (Montréal, QC, Canada, 13-17 mai 1996).

Crevier, Daniel, Yoo, Hoi J. and Lepage, Richard. 1995. « Une structure à base de connaissances pour l'extraction du dessin au trait des images monochromes ». Revue d'Intelligence Artificielle, vol. 9, nº 2. pp. 191-215.

Tang, Yuan Y., Suen, Ching Y., Chang De, Yan and Cheriet, Mohamed. 1995. « Financial document processing based on staff line and description language ». IEEE Transactions on Systems, Man and Cybernetics, vol. 25, nº 5. pp. 738-754.
Compte des citations dans Scopus : 29.

Ross, Y., de Guise, Jacques A., Potvin, J., Bleau, A., Sabourin, Robert, Dansereau, Jean and Labelle, Hubert. 1995. « Digital radiography segmentation of scoliotic vertebral pedicles using morphological segmentation ». In Three Dimensional Analysis of Spinal Deformities. Coll. « Studies in Health Technology and Informatics », vol. 15. pp. 63-68. Amsterdam, Netherlands : IOS Press.

Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert. 1995. « Off-line signature verification without requiring random forgeries for training ». In Image Analysis Applications and Computer Graphics : Third International Computer Science Conference, ICSC '95 Hong Kong, December 11–13, 1995 Proceedings (Hong Kong, China, Dec. 11-13, 1995) Coll. « Lecture Notes in Computer Science », vol. 1024. pp. 107-115. Springer.
Compte des citations dans Scopus : 2.

Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert. 1995. « Off-line signature verification using fuzzy ARTMAP neural network ». In IEEE International Conference on Neural Networks, 1995. Proceedings (Perth, WA, Australia, Nov. 27-Dec. 1, 1995) pp. 2179-2184.

Lam, L., Suen, C. Y., Guillevic, D., Strathy, N. W., Cheriet, M., Liu, K. and Said, J. N.. 1995. « Automatic processing of information on cheques ». In IEEE International Conference on Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century (Vancouver, BC, Canada, Oct. 22-25, 1995) pp. 2353-2358. IEEE.
Compte des citations dans Scopus : 25.

Sabourin, Robert and Genest, Ginette. 1995. « An Extended-Shadow-Code based approach for off-line signature verification: Part II- evaluation of several multi-classifier combination strategies ». In Proceedings of the Third International Conference on Document Analysis and Recognition, 1995 (Montreal, QC, Canada, Aug. 14-16, 1995) pp. 197-201.
Compte des citations dans Scopus : 14.

Drouhard, Jean-pierre, Sabourin, Robert and Godbout, Mario. 1995. « A comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF ». In Proceedings of the Third International Conference on Document Analysis and Recognition, 1995 (Montreal, QC, Canada, Aug. 14-16, 1995) pp. 807-810.
Compte des citations dans Scopus : 5.

Cheriet, M., Said, J. and Suen, C. Y.. 1995. « A formal model for document processing of business forms ». In Proceedings of the third International Conference on Document Analysis and Recognition (Montreal, QC, Canada, Aug. 14-16, 1995) pp. 210-213. Los Alamitos, CA, USA : IEEE.
Compte des citations dans Scopus : 13.

Côté, M., Lecolinet, E., Cheriet, M. and Suen, C. Y.. 1995. « Building a perception based model for reading cursive script ». In Proceedings of the third International Conference on Document Analysis and Recognition (Montreal, QC, Canada, Aug. 14-16, 1995) pp. 898-901. Los Alamitos, CA, USA : IEEE.
Compte des citations dans Scopus : 8.

Coté, M., Lecolinet, E., Cheriet, M. and Suen, C. Y.. 1995. « Building a perception based model for reading cursive script ». In 5th Annual IRIS*PRECARN Conference (Vancouver, BC, Canada, June 13-15, 1995) pp. 75-76.
Compte des citations dans Scopus : 8.

Sabourin, Robert, Plamondon, Réjean and Beaumier, Louis. 1994. « Structural interpretation of handwritten signature images ». International Journal of Pattern Recognition and Artificial Intelligence, vol. 8, nº 3. pp. 709-48.

Cheriet, Mohamed. 1994. « Towards a visual recognition of cursive script ». In Fundamentals in Handwriting Recognition (Toulouse, France, June 21-July 3rd, 1993) Coll. « NATO ASI Series », vol. 124. pp. 223-227. Berlin, Germany : Springer-Verlag.

Cheriet, Mohamed, Thibault, R. and Sabourin, Robert. 1994. « A multi-resolution based approach for handwriting segmentation in gray-scale images ». In IEEE International Conference Image Processing (ICIP) (Austin, TX, USA, Nov. 13-16, 1994) pp. 159-163. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Lepage, Richard and Crevier, Daniel. 1994. « Multiresolution neural network for the extraction of the primal sketch ». In Intelligent Robots and Computer Vision XIII : Algorithms and Computer Vision (Boston, MA, USA, Oct. 31-Nov. 2, 1994) Coll. « Proceedings of SPIE », vol. 2353. pp. 375-384. USA : SPIE.

Yoo, Hoi J., Crevier, Daniel, Lepage, Richard and Myler, Harley R.. 1994. « Line drawing extraction from gray level images by feature integration ». In Intelligent Robots and Computer Vision Xiii: Algorithms and Computer Vision (Boston, MA, USA, Oct. 31-Nov 2, 1994) Coll. « Proceedings of SPIE », vol. 2353. pp. 96-107. USA : SPIE.

Sabourin, Robert and Genest, Ginette. 1994. « An extended-shadow-code based approach for off-line signature verification. I. Evaluation of the bar mask definition ». In 12th International Conference on Pattern Recognition- Conference B: Computer Vision & Image Processing (Jerusalem, Oct. 9-13, 1994) pp. 450-453. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.

Drouhard, Jean-Pierre, Sabourin, Robert and Godbout, Mario. 1994. « Evaluation of a training method and of various rejection criteria for a neural network classifier used for off-line signature verification ». In IEEE International Conference on Neural Networks, IEEE World Congress on Computational Intelligence (Orlando, FL, USA, June 27-Jul. 2, 1994) pp. 4294-4299. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Compte des citations dans Scopus : 14.

Tang, Yuan Y., Chang De, Yan, Cheriet, Mohamed and Suen, Ching Y.. 1993. « Automatic analysis and understanding of documents ». In Handbook of Pattern Recognition and Computer Vision. pp. 625-654. Singapore : World Scientific.

Sabourin, Robert, Cheriet, Mohamed and Genest, Christian. 1993. « An extended-shadow-code based approach for off-line signature verification ». In Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93) (Tsukuba Science City, Japan, Oct. 20-22, 1993) pp. 1-5. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers (IEEE).

Sabourin, Robert, Plamondon, R. and Lorette, Guy. 1992. « Off-line identification with handwritten signature images : survey and perspectives ». In Structured document image analysis. pp. 219-234. Berlin, Germany : Springer-Verlag.

de Guise, Jacques A., Sabourin, Robert and Lalonde, J.L.. 1992. « A stereocorrespondance method for the 3D reconstruction of the scoliotic spine and rib cage ». In International Symposium on 3-d Scoliotic Deformities : joined with the VIIth International Symposium on Spinal Deformity and Surface Topography (Montreal, QC, Canada, June 27-30, 1992) pp. 376-380. Montréal, Québec : Editions de l'école polytechnique de Montréal ; Stuttgart : G. Fischer Verlag.

Sabourin, Robert and Drouhard, Jean-Pierre. 1992. « Off-line signature verification using directional PDF and neural networks ». In Proceedings. 11th IAPR International Conference on Pattern Recognition. Vol.II. Conference B: Pattern Recognition Methodology and Systems (The Hague, Netherlands, Aug. 30-Sept. 3, 1992) pp. 321-325. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers (IEEE).
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Cheriet, Mohamed, Huang, Y. S. and Suen, C. Y.. 1992. « Background region-based algorithm for the segmentation of connected digits ». In 11th IAPR International Conference on Pattern Recognition : August 30-September 3, 1992, the Hague, the Netherlands : proceedings (The Hague, Netherlands, Aug. 30-Sept. 3, 1992) pp. 619-622. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers (IEEE).
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Sabourin, Robert, Drouhard, Jean-Pierre, Gagné, L. and Paquet, N.. 1992. « Automatic handwritten signature verification using directional PDF and neural networks: a feasibility study ». In Automatisation industrielle : conférence Canadienne et exposition : École de Technologie Supérieure Montréal, 1-3 juin 1992 : actes de la conférence = Industrial automation : Canadian conference and exhibition : Ecole de Technologie Supérieure Montre (Montreal, QC, Canada, 1-3 juin 1992) 20.17-20.20. Montreal, QC, Canada : International Association for Industrial Automation.

Sabourin, Robert. 1992. « Choix d'un facteur de forme basé sur l'utilisation des matrices d'échantillonage polaire (MEP) ». In Automatisation industrielle : conférence Canadienne et exposition : École de Technologie Supérieure Montréal, 1-3 juin 1992 : actes de la conférence = Industrial automation : Canadian conference and exhibition : Ecole de Technologie Supérieure Montre (Montréal, QC, Canada, 1-3 juin 1992) 20.21-20.25. Montréal, QC, Canada : International Association for Industrial Automation.

Lalonde, J.-L., de Guise, Jacques and Sabourin, Robert. 1992. « Mise au point d'un utilitaire graphique interactif pour la définition et la validation des relations spatiales entre primitives géométriques ». In Automatisation industrielle : conférence Canadienne et exposition : École de Technologie Supérieure Montréal, 1-3 juin 1992 : actes de la conférence = Industrial automation : Canadian conference and exhibition : Ecole de Technologie Supérieure Montre (Montréal, QC, Canada, 1-3 juin 1992) 20.13-20.16. Montréal, QC, Canada : International Association for Industrial Automation.

Correia, Suzete E. N., De Carvalho, Joao M. and Sabourin, Robert. 2002. « On the performance of wavelets for handwritten numerals recognition ». In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) pp. 127-130. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 18.

Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2002. « Feature selection using multi-objective genetic algorithms for handwritten digit recognition ». In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002) pp. 568-571. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 85.

de Oliveira, José J. Jr., de Carvalho, Joao M., de A Freitas, C. O. and Sabourin, Robert. 2002. « Feature sets evaluation for handwritten word recognition ». In 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002) pp. 446-450. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 6.

Mezghani, Neila, Mitiche, Amar and Cheriet, Mohamed. 2002. « On-line recognition of handwritten Arabic characters using a Kohonen neural network ». In 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002) pp. 490-495. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 37.

Al-Ohali, Yousef, Cheriet, Mohamed and Suen, Ching Y.. 2002. « Dynamic observations and dynamic state termination for off-line handwritten word recognition using HMM ». In 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002) pp. 314-319. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
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Ayat, N. E., Cheriet, Mohamed and Suen, Ching Y.. 2002. « Empirical error based optimization of SVM kernels : application to digit image recognition ». In 8th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Niagara on the Lake, Canada, Aug. 6-8, 2002) pp. 292-297. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 10.

Morita, Marisa, Sabourin, Robert, Bortolozzi, Flavio and Suen, Ching Y.. 2002. « Segmentation and recognition of handwritten dates ». In Eighth International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, Canada, Aug. 6-8, 2002) pp. 105-110. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 10.

Koerich, Alessandro L., Leydier, Yann, Sabourin, Robert and Suen, Ching Y.. 2002. « A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models ». In 8th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Ontario, Canada, Aug. 6-8, 2002) pp. 99-104. Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Compte des citations dans Scopus : 25.

Wong, Tony, Bigras, Pascal and Cervera, Daniel. 2002. « A software tool for understanding nonlinear phenomena in hydraulic and pneumatic systems ». In 2002 ASEE Annual Conference and Exposition: Vive L'ingénieur (Montreal, QC, Canada, June 16-19, 2002) American Society for Engineering Education.
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Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y.. 2002. « Fast two-level Viterbi search algorithm for unconstrained handwriting recognition ». In IEEE International Conference on Acoustics, Speech and Signal Processing (Orlando, FL, USA, May 13-17, 2002) IV/3537-IV/3540. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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Wong, Tony, Côté, Pascal and Gely, Paul. 2002. « Final exam timetabling : a practical approach ». In Canadian Conference on Electrcial and Computer Engineering (Winnipeg, Canada, May 12-15, 2002) pp. 726-731. Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
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El-Yacoubi, A., Sabourin, R., Gilloux, M. and Suen, C.Y.. 1999. « Off-line handwitten word recognition using hidden markov models ». In Knowledge-based intelligent techniques in character recognition. pp. 191-230. USA : CRC Press Inc.

Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine and Sabourin, Robert. 2013. « Review of phenotypic diversity formulations for diagnostic tool ». Applied Soft Computing, vol. 13, nº 1. pp. 9-26.
Compte des citations dans Scopus : 12.

Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine and Sabourin, Robert. 2012. « Review and study of genotypic diversity measures for real-coded representations ». IEEE Transactions on Evolutionary Computation, vol. 16, nº 5. pp. 695-710.
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Noumeir, Rita. 1997. « Reconstruction du mouvement d'une ellipsoïde à partir de ses projections ». In Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Coll. « Cahiers Scientifiques », vol. 90. pp. 240-250. Montréal : Association canadienne-française pour l'avancement des sciences.

Lepage, Richard. 1997. « Revue des principaux modèles de réseaux neuroniques en vision artificielle préattentive ». In Les techniques d'intelligence artificielle appliquées aux technologies de l'information (Montréal, QC, Canada, 15-16 mai 1997) Coll. « Cahiers Scientifiques », vol. 90. pp. 100-115. Montréal, Canada : Association Canadienne-Française pour l'Avancement des Sciences.

Said, J. N., Cheriet, Mohamed and Suen, C. Y.. 1996. « Dynamical morphological processing: A fast method for base line extraction ». In Proceedings of the 13th International Conference on Pattern Recognition, 1996 (Vienna, Austria, Aug. 25-29, 1996) pp. 8-12. Institute of Electrical and Electronics Engineers Inc..
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Murshed, Nabeel A., Bortolozzi, Flavio and Sabourin, Robert. 1995. « Off-line signature verification, without a priori knowledge of class ω2. A new approach ». In Proceedings of the Third International Conference on Document Analysis and Recognition, 1995 (Montreal, QC, Canada, Aug. 14-16, 1995) pp. 191-196. IEEE.
Compte des citations dans Scopus : 15.

Crevier, Daniel. 1993. « AI : the tumultuous history of the search for artificial intelligence ». USA : Basic Books. 386 p.

Cheriet, Mohamed, Miled, H. and Olivier, Claude. 1998. « Visual aspect of cursive arabic handwriting recognition ». In Vision Interface Conference (Vancouver, Canada, June 18-20, 1998) pp. 263-270. Toronto, Canada : Canadian Image Processing and Pattern Recognition Society.

Lequoy, P., Charbonneau, C., Liberelle, B., De Crescenzo, G. and Lerouge, Sophie. 2012. « Chondroitin sulfate - epidermal growth factor (EGF) coating for stent-grafts: versatility and optimization by oriented tethering ». Communication lors de la conférence : 9th World Biomaterials Congress (WBC) (Chengdu, Chine, June 1-5, 2012).

Batista, Luana, Badri, Bechir, Sabourin, Robert and Thomas, Marc. 2013. « A classifier fusion system for bearing fault diagnosis ». Expert Systems with Applications, vol. 40, nº 17. pp. 6788-6797.
Compte des citations dans Scopus : 55.

Batista, Luana, Badri, Bechir, Sabourin, Robert and Thomas, Marc. 2012. « Detecting bearing defects under high noise levels: A classifier fusion approach ». In 38th Annual Conference on IEEE Industrial Electronics Society, IECON 2012 (Montreal, QC, Canada, Oct. 25-28, 2012) pp. 3880-3886. Washington, DC : IEEE Computer Society.
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Cheriet, M. and Srihari, S. N., éds. 2002. « Eighth International Workshop on Frontiers in Handwriting Recognition : proceedings : 6-8 August, 2002, Ontario, Canada ». Los Alamitos, Calif. : IEEE Computer Society. 530 p.

Cardoso, Jorge and Arbel, Tal and Lee, Su-Lin and Cheplygina, Veronika and Balocco, Simone and Mateus, Diana and Zahnd, Guillaume and Maeir-Hein, Lena and Demirci, Stefanie and Granger, Éric and Duong, Luc and Carbonneau, Marc-André and Albarqouni, Shadi and Carneiro, Gustavo%I Springer, éds. 2017. « Intravascular imaging and computer assisted stenting, and large-scale annotation of biomedical data and expert label synthesis : 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017 : Proceedings ». Coll. « Lecture Notes in Computer Science », vol. 10552. . 166 p.

Dudek, Gregory and Cheriet, Mohamed, éds. 2000. « Vision Interface '2000 : Actes / Proceedings ». Association Canadienne de Traitement d'images reconnaissance de formes. 403 p.

Cheriet, Mohamed and Yang, Herbert, éds. 1998. « Vision Interface '98 : proceedings, Vancouver, B.C., 18-20 June, 1998 ». Montréal : Canadian Image Processing and Pattern Recognition Society. 491 p.

Cheriet, M. and Yang, Y. H., éds. 1999. « Vision Interface : Real world applications of computer vision ». Coll. « Series in Machine Perception and Artificial Intelligence », vol. 35. World Scientific.

A., de S. Britto Jr., Sabourin, R., Lethelier, E., Bortolozzi, F. and Suen, C. Y.. 1999. « Slant normalization of handwritten numeral strings ». In International Seminar on knowledge/Document Management (ISKM/DM '99) (Curitiba, Brasil, Dec. 6-9, 1999)

Abdoli, Sajjad, Cardinal, Patrick and Lameiras Koerich, Alessandro. 2019. « End-to-end environmental sound classification using a 1D convolutional neural network ». Expert Systems with Applications, vol. 136. pp. 252-263.
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Abolarin, David, Forouzanfar, Mohamad, Groza, Voicu Z., Rajan, Sreeraman, Dajani, Hilmi R. and Petriu, Emil M.. 2016. « Model-based filtering and compression of oscillometric blood pressure pulses ». In IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Benevento, Italy, May 15-18, 2016) IEEE.
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Abuelwafa, Sherif, Pedersoli, Marco and Cheriet, Mohamed. 2019. « Unsupervised exemplar-based learning for improved document image classification ». IEEE Access, vol. 7. pp. 133738-133748.
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Adankon, Mathias, Cheriet, Mohamed and Ayat, Nedjem Eddine. 2005. « Optimisation de ressources dans la sélection de modèle des machines à vecteurs de support ». In Comptes rendues des 12-èmes rencontres de la Société Francophone de la Classification (Montréal, QC, Canada, 30 mai-1 juin 2005) pp. 35-38. Université du Québec à Montréal.

Adiga V, Sukesh, Dolz, Jose and Lombaert, Herve. 2024. « Anatomically-aware uncertainty for semi-supervised image segmentation ». Medical Image Analysis, vol. 91.
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Adiga V, Sukesh, Dolz, Jose and Lombaert, Herve. 2022. « Attention-based dynamic subspace learners for medical image analysis ». IEEE Journal of Biomedical and Health Informatics, vol. 26, nº 9. pp. 4599-4610.

Adiga Vasudeva, Sukesh, Dolz, Jose and Lombaert, Herve. 2023. « GeoLS: Geodesic label smoothing for image segmentation ». In Proceedings of Machine Learning Research (Nashville, TN, USA, July 10-12, 2023) Coll. « Proceedings of Machine Learning Research », vol. 227. pp. 468-478. ML Research Press.

Adiga Vasudeva, Sukesh, Dolz, Jose and Lombaert, Herve. 2022. « Leveraging labeling representations in uncertainty-based semi-supervised segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 25th International Conference ; Proceedings, Part VIII (Singapore, Singapore, Sept. 18-22, 2022) Coll. « Lecture Notes in Computer Science », vol. 13438. pp. 265-275. Springer Science and Business Media Deutschland GmbH.
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Afshin, Mariam, Ben Ayed, Ismail, Islam, Ali, Goela, Aashish, Peters, Terry M. and Li, Shuo. 2012. « Global assessment of cardiac function using image statistics in MRI ». In Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012. Proceedings 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II (Berlin, Germany, Oct. 1-5, 2012) Coll. « Lecture Notes in Computer Science », vol. 7511. pp. 535-543. Springer Verlag.
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Afshin, Mariam, Ben Ayed, Ismail, Punithakumar, Kumaradevan, Law, Max W. K., Islam, Ali, Goela, Aashish, Ross, Ian, Peters, Terry and Li, Shuo. 2011. « Assessment of regional myocardial function via statistical features in MR images ». In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011. 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III (Toronto, ON, Canada, Sept. 18-22, 2011) Coll. « Lecture Notes in Computer Science », vol. 6893. pp. 107-114. Springer Verlag.
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Afshin, Mariam, Ben Ayed, Ismail, Punithakumar, Kumaradevan, Law, Max, Islam, Ali, Goela, Aashish, Peters, Terry and Li, Shuo. 29 August 2017. « Automating Cardiac Disease Detection ». [Research article]. Substance ÉTS.

Afshin, Mariam, Ben Ayed, Ismail, Punithakumar, Kumaradevan, Law, Max, Islam, Ali, Goela, Aashish, Peters, Terry and Li, Shuo. 29 August 2017. « Automatiser le dépistage des maladies cardiaques ». [Research article]. Substance ÉTS.

Afshin, Mariam, Ben Ayed, Ismail, Punithakumar, Kumaradevan, Law, Max, Islam, Ali, Goela, Aashish, Peters, Terry and Li, Shuo. 2014. « Regional assessment of cardiac left ventricular myocardial function via MRI statistical features ». IEEE Transactions on Medical Imaging, vol. 33, nº 2. pp. 481-494.
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Ben Ayed, Ismail, Punithakumar, Kumaradevan, Garvin, Gregory, Romano, Walter and Li, Shuo. 2011. « Graph cuts with invariant object-interaction priors: application to intervertebral disc segmentation ». In Information Processing in Medical Imaging. 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings (Kloster Irsee, Germany, July 3-8, 2011) Coll. « Lecture Notes in Computer Science », vol. 6801. pp. 221-232. Springer Verlag.
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Coetzer, Johannes, Swanepoel, Jacques P. and Sabourin, Robert. 2021. « Optimal human-machine collaboration for enhanced cost-sensitive biometric authentication ». SAIEE Africa Research Journal, vol. 112, nº 2. pp. 110-119.

Coetzer, Johannes, Swanepoel, Jacques and Sabourin, Robert. 2020. « Dynamic fusion of human and machine decisions for efficient cost-sensitive biometric authentication ». In International SAUPEC/RobMech/PRASA Conference (SAUPEC/RobMech/PRASA) (Cape Town, South Africa, Jan. 29-31, 2020) IEEE.

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Communier, David, Le Besnerais, Franck, Botez, Ruxandra Mihaela and Wong, Tony. 2019. « Design, manufacturing, and testing of a new concept for a morphing leading edge using a subsonic blow down wind tunnel ». Biomimetics, vol. 4, nº 4.
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Connolly, Jean-François, Granger, Eric and Sabourin, Robert. 2013. « Dynamic multi-objective evolution of classifier ensembles for video face recognition ». Applied Soft Computing, vol. 13, nº 6. pp. 3149-3166.
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Cordeiro, Paulo R. G., Cavalcanti, George D. C. and Cruz, Rafael M. O.. 2023. « A post-selection algorithm for improving dynamic ensemble selection methods ». In IEEE International Conference on Systems, Man and Cybernetics (Honolulu, HI, USA, Oct. 01-04, 2023) pp. 1142-1147. Institute of Electrical and Electronics Engineers Inc..

Cordeiro, Paulo R. G., Cavalcanti, George D. C. and Cruz, Rafael M. O.. 2023. « Dynamic ensemble algorithm post-selection using hardness-aware oracle ». IEEE Access, vol. 11. pp. 86056-86070.
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Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine and Sabourin, R.. 2015. « Evaluation of genotypic diversity measurements exploited in real-coded representation ». arXiv. 13 p.

Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine and Sabourin, Robert. 2016. « Bayesian network as an adaptive parameter setting approach for genetic algorithms ». Complex & Intelligent Systems, vol. 2, nº 1. pp. 1-22.

Cossetin, Marcelo J., Nievola, Julio C. and L. Koerich, Alessandro. 2016. « Facial expression recognition using a pairwise feature selection and classification approach ». In 2016 International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016) pp. 5149-5155. IEEE.
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Côté, Pascal, Wong, Tony and Sabourin, Robert. 2004. « Application of a hybrid multi-objective evolutionary algorithm to the uncapacitated exam proximity problem ». In The Practice and Theory of Automated Timetabling V : 5th International Conference on Practice and Theory of Automated Timetabling (PATAT) (Pittsburgh, PA, USA, Aug. 18-20, 2004) pp. 151-168.

Cruz, Rafael M. O., Cavalcanti, George D. C. and Ing Ren, Tsang. 2011. « A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence ». In International Joint Conference on Neural Networks (San Jose, CA, USA, July 31-Aug. 05, 2011) pp. 1126-1133. IEEE.
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Cruz, Rafael M. O., Cavalcanti, George D. C. and Ren, Tsang Ing. 2010. « An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques ». In International Joint Conference on Neural Networks (IJCNN) (Barcelona, Spain, July 18-23, 2010) IEEE.
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Cruz, Rafael M. O., Cavalcanti, George D. C. and Ren, Tsang Ing. 2010. « Handwritten digit recognition using multiple feature extraction techniques and classifier ensemble ». In IWSSIP 2010 - 17th International Conference on Systems, Signals and Image Processing (Rio de Janeiro, Brazil, June 17-19, 2010) pp. 215-218. IWSSIP.

Cruz, Rafael M. O., de Sousa, Woshington V. and Cavalcanti, George D. C.. 2022. « Selecting and combining complementary feature representations and classifiers for hate speech detection ». Online Social Networks and Media, vol. 28.
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Cruz, Rafael M. O., Hafemann, Luiz G., Sabourin, Robert and Cavalcanti, George D. C.. 2020. « DESlib: A dynamic ensemble selection library in python ». Journal of Machine Learning Research, vol. 21.
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Cruz, Rafael M. O., Oliveira, Dayvid V. R., Cavalcanti, George D. C. and Sabourin, Robert. 2019. « FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection ». Pattern Recognition, vol. 85. pp. 149-160.
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Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2015. « A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers ». arXiv. 47 p.

Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2017. « Analyzing different prototype selection techniques for dynamic classifier and ensemble selection ». In International Joint Conference on Neural Networks (Anchorage, AK, USA, May 14-19, 2017) pp. 3959-3966. IEEE.
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Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2018. « Dynamic classifier selection: Recent advances and perspectives ». Information Fusion, vol. 41. pp. 195-216.
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Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2015. « META-DES.H: A dynamic ensemble selection technique using meta-learning and a dynamic weighting approach ». In 2015 International Joint Conference on Neural Networks (IJCNN) (Killarney, Ireland, July 12-17, 2015) Piscataway, NJ, USA : IEEE.
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Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2017. « META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection ». Information Fusion, vol. 38. pp. 84-103.
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Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2018. « Prototype selection for dynamic classifier and ensemble selection ». Neural Computing and Applications, vol. 29, nº 2. pp. 447-457.
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Cruz, Rafael M. O., Sabourin, Robert, Cavalcanti, George D. C. and Ing Ren, Tsang. 2015. « META-DES: A dynamic ensemble selection framework using meta-learning ». Pattern Recognition, vol. 48, nº 5. pp. 1925-1935.
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Cruz, Rafael M. O., Souza, Mariana A., Sabourin, Robert and Cavalcanti, George D. C.. 2019. « Dynamic ensemble selection and data preprocessing for multi-class imbalance learning ». International Journal of Pattern Recognition and Artificial Intelligence, vol. 33, nº 11.
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Cruz, Rafael M. O., Zakane, Hiba H., Sabourin, Robert and Cavalcanti, George D. C.. 2017. « Dynamic ensemble selection VS K-NN: why and when dynamic selection obtains higher classification performance? ». In Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA 2017) (Montréal, QC, Canada, 28 nov. - 1er dec. 2017) Piscataway, NJ, USA : IEEE.
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Da S. Dias, Caio, De S. Britto, Alceu, Barddal, Jean P., Heutte, Laurent and Koerich, Alessandro L.. 2022. « Pattern spotting and image retrieval in historical documents using deep hashing ». In IEEE International Conference on Systems, Man, and Cybernetics (SMC) (Prague, Czech Republic, Oct. 09-12, 2022) pp. 2869-2875. Institute of Electrical and Electronics Engineers Inc..

Dahmani, J., Petit, Y., Laporte, C., Pageau, K., Brown, M., Séguin, M. and Kuznetsov, L.. 2017. « Model-based correction of ultrasound image deformations due to probe pressure : towards experimental validation ». Communication lors de la conférence : 3rd IEEE Research Boost "Give your research an industrial edge" (Montreal, QC, Canada, Nov. 02, 2017).

Dahmani, Jawad, Laporte, Catherine, Pereira, Daniel, Bélanger, Pierre and Petit, Yvan. 2020. « Predictive model for designing soft-tissue mimicking ultrasound phantoms with adjustable elasticity ». IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 67, nº 4. pp. 715-726.
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Dahmani, Jawad, Petit, Yvan and Laporte, Catherine. 2017. « Model-based correction of ultrasound image deformations due to probe pressure ». In Medical Imaging 2017: Image Processing (Orlando, FL, USA, Feb. 11-16, 2017) Coll. « Proceedings of SPIE », vol. 10133. SPIE.
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Dahmani, Jawad, Petit, Yvan and Laporte, Catherine. 2023. « Quantitative validation of two model-based methods for the correction of probe pressure deformation in ultrasound ». International Journal of Computer Assisted Radiology and Surgery.
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Dargahi-Zarandi, Atefeh, Hemmati-Sarapardeh, Abdolhossein, Shateri, Mohammadhadi, Menad, Nait Amar and Ahmadi, Mohammad. 2020. « Modeling minimum miscibility pressure of pure/impure CO2-crude oil systems using adaptive boosting support vector regression: Application to gas injection processes ». Journal of Petroleum Science and Engineering, vol. 184.
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Davtalab, Reza, Cruz, Rafael M. O. and Sabourin, Robert. 2024. « A scalable dynamic ensemble selection using fuzzy hyperboxes ». Information Fusion, vol. 102.
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Davtalab, Reza, Cruz, Rafael M. O. and Sabourin, Robert. 2022. « Dynamic ensemble selection using fuzzy hyperboxes ». In International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022) IEEE.
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de Almendra Freitas, C. O., El Yacoubi, A., Bortolozzi, F. and Sabourin, R.. 2000. « Brazilian bank check handwritten legal amount recognition ». In 13th Brazilian Symposium on Computer Graphics and Image Processing (Gramado, Brazil, Oct 17-20, 2000) pp. 97-104. IEEE Computer Society.
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de Amorim, Lucas B. V., Cavalcanti, George D. C. and Cruz, Rafael M. O.. 2024. « Meta-scaler: A meta-learning framework for the selection of scaling techniques ». IEEE Transactions on Neural Networks and Learning Systems.
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de Araujo Souza, Mariana, Sabourin, Robert, da Cunha Cavalcanti, George Darmiton and Cruz, Rafael Menelau Oliveira E.. 2023. « GNN-DES: A new end-to-end dynamic ensemble selection method based on multi-label graph neural network ». In Graph-Based Representations in Pattern Recognition : 13th IAPR-TC-15 International Workshop, GbRPR, Proceedings (Vietri sul Mare, Italy, Sept. 06-08, 2023) Coll. « Lecture Notes in Computer Science », vol. 14121. pp. 59-69. Springer Science and Business Media.

de Guise, Jacques A., Potvin, J., Sabourin, Robert and Dansereau, Jean. 1993. « A radiographic knowledge based system for the localization of scoliotic vertebral anatomical landmarks ». In Fourth International Symposium on Computer Simulation in Biomechanics (Montlignon, Paris, June 30-July 2, 1993) 1/10-11/13.

De La Torre, Miguel, Granger, Éric and Sabourin, Robert. 2015. « Adaptive skew-sensitive fusion of ensembles and their application to face re-identification ». In International Joint Conference on Neural Networks 2015 (Killarney, Ireland, July 12-17, 2015)

de Matos, Jonathan, Ataky, Steve Tsham Mpinda, Britto, Alceu de Souza, de Oliveira, Luiz Eduardo Soares and Lameiras Koerich, Alessandro. 2021. « Machine learning methods for histopathological image analysis: A review ». Electronics, vol. 10, nº 5.
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de Matos, Jonathan, de Oliveira, Luiz Eduardo Soares, de Souza Britto Junior, Alceu and Koerich, Alessandro Lameiras. 2023. « Large-margin representation learning for texture classification ». Pattern Recognition Letters, vol. 170. pp. 39-47.
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de Matos, Jonathan, de S. Britto Jr, Alceu, de Oliveira, Luiz E. S. and L. Koerich, Alessandro. 2019. « Texture CNN for histopathological image classification ». In IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS) (Cordoba, Spain, June 05-07, 2019) pp. 580-583. Los Alamitos, CA, USA : IEEE Computer Society.
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de Matos, Jonathan, de S. Britto, Alceu Jr., Oliveira, Luiz E. S. and Koerich, Alessandro L.. 2019. « Double transfer learning for breast cancer histopathologic image classification ». In International Joint Conference on Neural Networks (IJCNN) (Budapest, Hungary, July 14-19, 2019) Piscataway, NJ, USA : IEEE.
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de Melo, Wheidima Carneiro, Granger, Eric and Hadid, Abdenour. 2022. « A deep multiscale spatiotemporal network for assessing depression from facial dynamics ». IEEE Transactions on Affective Computing, vol. 13, nº 3.
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de Melo, Wheidima Carneiro, Granger, Eric and Hadid, Abdenour. 2019. « Combining global and local convolutional 3D networks for detecting depression from facial expressions ». In 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG): Proceedings (Lille, France, May 14-18, 2019) Institute of Electrical and Electronics Engineers Inc..
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De Melo, Wheidima Carneiro, Granger, Eric and Hadid, Abdenour. 2019. « Depression detection based on deep distribution learning ». In 26th IEEE International Conference on Image Processing (ICIP) (Taipei, Taiwan, Sept. 22-25, 2019) pp. 4544-4548. Taipei, Taiwan : IEEE Computer Society.
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De Melo, Wheidima Carneiro, Granger, Eric and Lopez, Miguel Bordallo. 2020. « Encoding temporal information for automatic depression recognition from facial analysis ». In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Barcelona, Spain, May 04-08, 2020) pp. 1080-1084. Institute of Electrical and Electronics Engineers Inc..
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de Oliveira, L. S., Bortolozzi, F. and Sabourin, R.. 1998. « Extraçao e codificaçao da estrutura lògica a partir de imagens de cheques bancàrios brasileiros ». In ISDM'98-International Seminar on Document Management (Curitiba, Brasil, Nov. 10-11, 1998) pp. 196-208.

De S. Britto Jr., A., Sabourin, R., Lethelier, E., Bortolozzi, F. and Suen, C. Y.. 2000. « Improvement in handwritten numeral string recognition by slant normalization and contextual information ». In 7th International Workshop on Frontiers in Handwriting Recognition: September 11-13, 2000, Amsterdam, the Netherlands: proceedings (Amsterdam, The Netherlands, Sept. 11-13, 2000) pp. 323-332. Nijmegen, The Netherlands : International Unipen Foundation.

De Zambotti, Massimiliano, Baker, Fiona C., Forouzanfar, Mohamad, Ramamurthy, Bhaskar and Menoud, Laurie (inventeurs) 31 October 2023. « Systems and methods involving predictive modeling of hot flashes ». SRI International (titulaire(s)). Brevet américain US 11,804,301.

de Zambotti, Massimiliano, Forouzanfar, Mohamad, Javitz, Harold, Goldstone, Aimée, Claudatos, Stephanie, Alschuler, Vanessa, Baker, Fiona C. and Colrain, Ian M.. 2021. « Impact of evening alcohol consumption on nocturnal autonomic and cardiovascular function in adult men and women: a dose–response laboratory investigation ». Sleep, vol. 44, nº 1.
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de Zambotti, Massimiliano, Goldstone, Aimee, Forouzanfar, Mohamad, Javitz, Harold, Claudatos, Stephanie, Colrain, Ian M. and Baker, Fiona C.. 2020. « The falling asleep process in adolescents ». Sleep, vol. 43, nº 6.
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de Zambotti, Massimiliano, Smith, Ellen, Goldstone, Aimee, Forouzanfar, Mohamad, Claudatos, Stephanie, Gil, Maureen, Alschuler, Vanessa, Lim, Yun Qi, Rosas, Leonardo, Prouty, Devin, Kardos, Lena, Colrain, Ian and Baker, Fiona. 2019. « 0137 The falling asleep process in adolescents ». [Conference paper summary]. Sleep, vol. 42, nº Suppl. 1. A56.

De-la-Torre, Miguel, Granger, Éric, Sabourin, Robert and Gorodnichy, Dmitry O.. 2015. « Adaptive skew-sensitive ensembles for face recognition in video surveillance ». Pattern Recognition, vol. 48, nº 11. pp. 3385-3406.
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De-la-Torre, Miguel, Granger, Éric, Sabourin, Robert and Gorodnichy, Dmitry O.. 2015. « An adaptive ensemble-based system for face recognition in person re-identification ». Machine Vision and Applications, vol. 26, nº 6. pp. 741-773.
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De-la-Torre, Miguel, Granger, Eric, Sabourin, Robert and Gorodnichy, Dmitry O.. 2015. « Individual-specific management of reference data in adaptive ensembles for face re-identification ». IET Computer Vision, vol. 9, nº 5. pp. 732-740.

Delazeri, Bruna Rossetto, Vera, Leonardo Leon, Barddal, Jean Paul, Koerich, Alessandro L. and Alceu de, S. Britto. 2022. « Evaluation of self-taught learning-based representations for facial emotion recognition ». In International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022) IEEE.

Delfan, Niloufar and Forouzanfar, Mohamad. 2023. « Hybrid deep morpho-temporal framework for oscillometric blood pressure measurement ». IEEE Journal of Biomedical and Health Informatics, vol. 27, nº 11. pp. 5293-5301.
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Delisle, Pierre-Luc, Anctil-Robitaille, Benoit, Desrosiers, Christian and Lombaert, Hervé. 2020. « Adversarial normalization for multi domain image segmentation ». In IEEE 17th International Symposium on Biomedical Imaging (ISBI) (Iowa City, IA, USA, Apr. 03-07, 2020) pp. 849-853. IEEE.
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Deng, Shengziang, Ben Ayed, Ismail and Sun, Hongpeng. 2024. « A preconditioned alternating minimization framework for nonconvex and half quadratic regularization ». Inverse Problems and Imaging.
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Dewan, M. Ali Akber, Granger, É., Marcialis, G. L., Sabourin, R. and Roli, F.. 2016. « Adaptive appearance model tracking for still-to-video face recognition ». Pattern Recognition, vol. 49. pp. 129-151.
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Dewan, M. Ali Akber, Granger, E., Sabourin, R., Marcialis, G. L. and Roli, F.. 2015. « Video face recognition from a single still image using an adaptive appearance model tracker ». In 2015 IEEE Symposium Series on Computational Intelligence (Cape Town, South Africa, Dec. 7-10, 2015) pp. 196-202. IEEE.

Diaz, Moise, Ferrer, Miguel A., Eskander, George S. and Sabourin, Robert. 2017. « Generation of duplicated off-line signature images for verification systems ». IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, nº 5. pp. 951-964.
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Diaz, Moises, Ferrer, Miguel A. and Sabourin, Robert. 2016. « Approaching the intra-class variability in multi-script static signature evaluation ». In 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016) pp. 1147-1152. IEEE.
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Ding, Yang, Acosta, Ronaldo, Enguix, Vicente, Suffren, Sabrina, Ortmann, Janosch, Luck, David, Dolz, Jose and Lodygensky, Gregory A.. 2020. « Using deep convolutional neural networks for neonatal brain image segmentation ». Frontiers in Neuroscience, vol. 14.
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Dolz, Jose, Ben Ayed, Ismail and Desrosiers, Christian. 2017. « DOPE: distributed optimization for pairwise energies ». In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Honolulu, HI, USA, July 21-26, 2017) pp. 4095-4104. IEEE Computer Society.
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Rivard, Dominique, Granger, Éric and Sabourin, Robert. 2006. « Feature selection techniques for classification of satellite images with fuzzy ARTMAP neural networks ». In Intelligent Engineering Systems through Artificial Neural Networks (Saint-Louis, MO, USA, Nov. 5-8, 2006) pp. 479-486. ASME.

Roberge, Etienne and Duchaine, Vincent. 2017. « Detecting insertion tasks using convolutional neural networks during robot teaching-by-demonstration ». In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Vancouver, BC, Canada, Setp. 24-28, 2017) pp. 3210-3216. Piscataway, NJ, USA : IEEE.
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Rony, Jérôme, Gustavo, Luiz, Sabourin, Robert and Granger, Eric. 2018. « Decoupling direction and norm for efficient gradient-based l2 adversarial attacks ». In NeurIPS 2018 Workshop on Security in Machine Learning (Montreal, QC, Canada, Dec. 7, 2018)

Rony, Jérôme, Hafemann, Luiz G., Oliveira, Luiz S., Ben Ayed, Ismail, Sabourin, Robert and Granger, Eric. 2019. « Decoupling direction and norm for efficient gradient-based L2 adversarial attacks and defenses ». In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Long Beach, CA, USA, June 15-20, 2019) pp. 4317-4325. IEEE.
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Ross, Y., Potvin, J., Bleau, A., Sabourin, R. and de Guise, J. A.. 1994. « Digital radiography detection of scoliotic vertebral pedicles using morphological segmentation ». In Proceedings of the Society Internationale de Recherche en Orthopedie et Traumatologie (SIROT) (Boston, MA, USA, Oct. 27-30, 1994) p. 53.

Roy, Anandarup, Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2018. « A study on combining dynamic selection and data preprocessing for imbalance learning ». Neurocomputing, vol. 286. pp. 179-192.
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Roy, Anandarup, Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2016. « Meta-learning recommendation of default size of classifier pool for META-DES ». Neurocomputing, vol. 216. pp. 351-362.
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Roy, Anandarup, Cruz, Rafael M. O., Sabourin, Robert and Cavalcanti, George D. C.. 2016. « Meta-regression based pool size prediction scheme for dynamic selection of classifiers ». In 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016) pp. 216-221. Piscataway, NJ, USA : IEEE.
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Saadati, Mirmohammad, Pedersoli, Marco, Cardinal, Patrick and Oliver, Peter. 2021. « RADARSAT-2 Synthetic-Aperture radar land cover segmentation using deep convolutional neural networks ». In Pattern Recognition. ICPR International Workshops and Challenges, Virtual Event, January 10-15, 2021, Proceedings Part VIII (Milan, Italy, Jan. 10-15, 2021) Coll. « Lecture Notes in Computer Science », vol. 12668. pp. 106-117. Springer.

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Sabourin, R. and Plamondon, R.. 1986. « La vérification par ordinateur des signatures manuscrites ». Communication lors de la conférence : ACFAS'86 (Montréal, QC, Canada, 16-20 mai 1986).

Sabourin, R. and Plamondon, R.. 1991. « Observability and similarity in spatial relations in the structural interpretation of handwritten signature images ». In Seventh Scandinavian conference on images analysis (Aalborg, Denmark, Aug. 12-17, 1991) pp. 477-485.

Sabourin, R. and Plamondon, R.. 1987. « On the implementation of some graphometric techniques for interactive signature verification : a feasability study ». In Comptes rendus du troisième symposium international sur l'écriture manuscrite et ses applications informatiques, Montréal, Canada, 20-23 juillet 1987 = Proceedings of the third International Symposium on Handwriting and Computer Applications (Montréal, QC, Canada, July 20-23,1987) pp. 160-162. Montréal : École polytechnique de Montréal.

Sabourin, R. and Plamondon, R.. 1990. « Progress in the field of automatic handwritten signature verifications systems using gray level image ». In Frontiers in handwriting recognition (Montreal, QC, Canada, Apr. 2-3, 1990) pp. 1-12. Montreal : Centre for Pattern Recognition & Machine Intelligence, Concordia University.

Sabourin, R., Plamondon, R. and Lorette, G.. 1990. « Off-Line identification with handwritten signature images : survey and perspectives ». In Syntactic & structural pattern recognition : pre-proceedings SSPR'90 ; International Association for Pattern Recognition Workshop ... Murray Hill, New Jersey, USA, June 13 - 15, 1990 ; refereed papers and unrefereed abstracts (Murray Hill, NJ, USA, June 13-15, 1990) pp. 377-391. Morris Plains, NJ : Compton Pr.

Sabourin, Robert. 1992. « Évaluation d'un classificateur de type LVQ de Kohonen pour la vérification automatique de l'identité ». In Traitement de l'écriture et des documents ; Texte imprimé : actes (Nancy, France, 6-7 juil. 1992) pp. 160-167. Rennes, France : IRISA.

Sabourin, Robert and Plamondon, Réjean. 1986. « Preprocessing of handwritten signatures from image gradient analysis ». In 8th International Conference on Pattern Recognition (ICPR'86) (Paris, France, Oct. 27-31, 1986) pp. 576-579. Washington, D.C. : IEEE Computer Society Press.
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Sabourin, Robert and Plamondon, Réjean. 1988. « Segmentation of handwritten signature images using the statistics of directional data ». In 9th International Conference on Pattern Recognition (Rome, Italy, Nov. 14-17, 1988) pp. 282-285. IEEE.
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Sabourin, Robert and Plamondon, Réjean. 1990. « Steps toward efficient processing of handwritten signature images ». In Vision Interface '90 : proceedings/compte rendu (Halifax, NS, Canada, May 14-18, 1990) pp. 94-104. Canadian Image Processing and Pattern Recognition Society.

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Sallo, Raymel Alfonso, Esmaeilpour, Mohammad and Cardinal, Patrick. 2020. « Adversarially training for audio classifiers ». In 25th International Conference on Pattern Recognition (ICPR) (Milan, Italy, Jan. 10-15, 2021) pp. 9569-9576. Piscataway, NJ, USA : IEEE.
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Samimi, Hamed, Forouzanfar, Mohamad and Dajani, Hilmi R.. 2015. « Automatic recognition of speech-evoked brainstem responses to English vowels ». In IASTED International Conference on Computational Intelligence (CI 2015) (Innsbruck, Austria, Feb. 16-17, 2015) pp. 207-211. Acta Press.

Santos, M., Oliveira, L., Sabourin, Robert, Koerich, A. and Britto Jr., A.. 2008. « Combinando caracteristicas complementares em modelos escondidos de markov: uma otimizaçao para o reconhecimento de caracteres manuscritos ». In Conferencia Latinoamericana de Informatica (CLEI) (Santa Fe, Argentina, Sept. 8-12, 2008) pp. 260-269.

Scalabrin, E., Bortolozzi, F., Kaestner, C., Lethelier, E. and Sabourin, R.. 1998. « Multipost: Uma arquitetura de agentes cognitivos independientes para a triagem de correspondências brasileiras ». In ISDM'98-International Seminar on Document Management (Curitiba, Brasil, Nov. 10-11, 1998) pp. 92-103.

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Senoussaoui, Mohammed, Cardinal, Patrick, Dehak, Najim and Koerich, Alessandro L.. 2016. « Native language detection using the i-vector framework ». In 17th Annual Conference of the International Speech Communication Association (INTERSPEECH) (San Francisco, CA, USA, Sept. 08-16, 2016) pp. 2398-2402. Baixas, France : International Speech and Communication Association.
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Senoussaoui, Mohammed, Saria-Paja, Milton O., Cardinal, Patrick, Falk, Tiago H. and Michaud, François. 2020. « State-of-the-art speaker recognition methods applied to speakers with dysarthria ». In Voice Technologies for Speech Reconstruction and Enhancement. Coll. « Speech Technology and Text Mining in Medicine and Health Care », vol. 6. pp. 7-34. Boston; Berlin : De Gruyter.
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Shah, Alpa Jayesh, Desrosiers, Christian and Sabourin, Robert. 2015. « Contextual anomaly detection using log-linear tensor factorization ». In Advances in Knowledge Discovery and Data Mining : 19th Pacific-Asia Conference, PAKDD 2015. Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II (Ho Chi Minh City, Vietnam, May 19-22, 2015) Coll. « Lecture Notes in Computer Science », vol. 9078. pp. 165-176. Cham, Switzerland : Springer International Publishing.

Shahsavari, Mohammadreza, Delfan, Niloufar and Forouzanfar, Mohamad. 2024. « Localizing the origin of idiopathic ventricular arrhythmias from ECG using a recurrent convolutional neural network with attention ». IEEE Transactions on Instrumentation and Measurement.
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Shamsolmoali, Pourya, Zareapoor, Masoumeh, Das, Swagatam, Garcia, Salvador, Granger, Eric and Yang, Jianyi. 2023. « GEN: Generative Equivariant Networks for diverse image-to-image translation ». IEEE Transactions on Cybernetics, vol. 53, nº 2. pp. 874-886.
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Shamsolmoali, Pourya, Zareapoor, Masoumeh, Das, Swagatam, Granger, Eric and Garcia, Salvador. 2024. « Hybrid Gromov-Wasserstein embedding for capsule learning ». IEEE Transactions on Neural Networks and Learning Systems.
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Shamsolmoali, Pourya, Zareapoor, Masoumeh and Granger, Eric. 2023. « Image completion via dual-path cooperative filtering ». In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes Island, Greece, June 04-10, 2023) IEEE.
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Shamsolmoali, Pourya, Zareapoor, Masoumeh and Granger, Eric. 2023. « Transinpaint: Transformer-based image inpainting with context adaptation ». In IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (Paris, France, Oct. 02-06, 2023) pp. 849-858. Institute of Electrical and Electronics Engineers.
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Shamsolmoali, Pourya, Zareapoor, Masoumeh, Granger, Eric and Felsberg, Michael. 2024. « SeTformer is what you need for vision and language ». [Conference paper]. Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, nº 5. pp. 4713-4721.

Shamsolmoali, Pourya, Zareapoor, Masoumeh, Granger, Eric, Zhou, Huiyu, Wang, Ruili, Celebi, M. Emre and Yang, Jie. 2021. « Image synthesis with adversarial networks: A comprehensive survey and case studies ». Information Fusion, vol. 72. pp. 126-146.
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Shamsolmoali, Pourya, Zareapoor, Masoumeh, Jie, Yang, Granger, Eric and Chanussot, Jocelyn. 2022. « Enhanced single-shot detector for small object detection in remote sensing images ». In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (Kuala Lumpur, Malaysia, July 17-22, 2022) pp. 1716-1719. Piscataway, NJ, USA : IEEE.
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Shamsolmoali, Pourya, Zareapoor, Masoumeh, Yang, Jie, Granger, Eric and Zhou, Huiyu. 2022. « Salient skin lesion segmentation via dilated scale-wise feature fusion network ». In 26th International Conference on Pattern Recognition (ICPR) (Montreal, QC, Canada, Aug. 21-25, 2022) pp. 4219-4225. Institute of Electrical and Electronics Engineers Inc..
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Shateri, MohammadHadi. 2023. « Privacy-cost management in smart meters: Classical vs deep Q-learning with mutual information ». In 11th International Conference on Smart Energy Grid Engineering (SEGE) (Oshawa, ON, Canada, Aug. 13-15, 2023) pp. 109-113. IEEE.

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Shateri, Mohammadhadi, Ghorbani, Shohreh, Hemmati-Sarapardeh, Abdolhossein and Mohammadi, Amir H.. 2015. « Application of Wilcoxon generalized radial basis function network for prediction of natural gas compressibility factor ». Journal of the Taiwan Institute of Chemical Engineers, vol. 50. pp. 131-141.
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Shateri, Mohammadhadi and Labeau, Fabrice. 2022. « Privacy-preserving adversarial network (PPAN) for continuous non-Gaussian attributes ». In IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT) (Vancouver, WA, USA, Mar. 06-09, 2022) pp. 138-143.
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Shateri, Mohammadhadi, Messina, Francisco, Piantanida, Pablo and Labeau, Fabrice. 2020. « Real-time privacy-preserving data release for smart meters ». IEEE Transactions on Smart Grid, vol. 11, nº 6. pp. 5174-5183.
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Silva-Rodriguez, Julio, Chelbi, Jihed, Kabir, Waziha, Chakor, Hadi, Dolz, Jose, Ben Ayed, Ismail and Kobbi, Riadh. 2024. « Exploring the transferability of a foundation model for fundus images: Application to hypertensive retinopathy ». In Advances in Computer Graphics : 40th Computer Graphics International Conference, CGI : Proceedings (Shanghai, China, Aug. 28-Sept. 01, 2023) Coll. « Lecture Notes in Computer Science », vol. 14497. pp. 427-437. Springer Science and Business Media Deutschland GmbH.

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Souza, Mariana A., Cavalcanti, George D. C., Cruz, Rafael M. O. and Sabourin, Robert. 2019. « On evaluating the online local pool generation method for imbalance learning ». In International Joint Conference on Neural Networks (IJCNN) (Budapest, Hungary, July 14-19, 2019) Piscataway, NJ, USA : IEEE.
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This list was generated on Sat Jul 20 07:34:52 2024 EDT.