Liste des publications de "Meneleau Cruz, Rafael"

2023

Souza, Mariana A., Sabourin, Robert, Cavalcanti, George D. C. et Cruz, Rafael M. O.. 2023. « OLP++: An online local classifier for high dimensional data ». Information Fusion, vol. 90. p. 120-137.

2022

Cruz, Rafael M. O., de Sousa, Woshington V. et Cavalcanti, George D. C.. 2022. « Selecting and combining complementary feature representations and classifiers for hate speech detection ». Online Social Networks and Media, vol. 28.

Kiran, Madhu, Nguyen-Meidine, Le Thanh, Sahay, Rajat, Cruz, Rafael Menelau Oliveira E., Blais-Morin, Louis-Antoine et Granger, Eric. 2022. « Generative target update for adaptive siamese tracking ». In Pattern Recognition and Artificial Intelligence : Third International Conference, ICPRAI 2022 : Proceedings, Par I (Paris, France, June 01-03, 2022) Coll. « Lecture Notes in Computer Science », vol. 13363. p. 502-513. Springer Science and Business Media Deutschland GmbH.

Walmsley, Felipe N., Cavalcanti, George D. C., Sabourin, Robert et Cruz, Rafael M. O.. 2022. « An investigation into the effects of label noise on Dynamic Selection algorithms ». Information Fusion, vol. 80. p. 104-120.

2021

Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert. 2021. « An investigation of feature selection and transfer learning for writer-independent offline handwritten signature verification ». In 25th International Conference on Pattern Recognition (ICPR 2020) (En ligne, Jan. 10-15, 2021)

2020

Cruz, Rafael M. O., Hafemann, Luiz G., Sabourin, Robert et Cavalcanti, George D. C.. 2020. « DESlib: A dynamic ensemble selection library in python ». Journal of Machine Learning Research, vol. 21.

Souza, Mariana A., Sabourin, Robert, Cavalcanti, George D. C. et Cruz, Rafael M. O.. 2020. « Multi-label learning for dynamic model type recommendation ». In International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020) IEEE.

Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert. 2020. « A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification ». Expert Systems with Applications, vol. 154.
Compte des citations dans Scopus : 1.

Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert. 2020. « An investigation of feature selection and transfer learning for writer-independent offline handwritten signature verification ». In 25th International Conference on Pattern Recognition (ICPR) (Milan, Italy - En ligne, Jan. 10-15, 2021) p. 1475-1482. Institute of Electrical and Electronics Engineers Inc..

Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert. 2020. « Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control ». In Genetic and Evolutionary Computation Conference (GECCO) (Cancun, Mexico, July 08-12, 2020) p. 69-70. Association for Computing Machinery Inc.

2018

Meneleau Cruz, Rafael Oliviera, Sabourin, Robert et Cavalcanti, George D. C.. 2018. « On dynamic ensemble selection and data preprocessing for multi-class imbalance learning ». In Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI'2018) (Montréal, QC, Canada, May 13-17, 2018) p. 189-194. CENPARMI, Concordia University.