L'affiliation est "Génie logiciel et des technologies de l'information"

Article publié dans une revue, révisé par les pairs

Adiga V, Sukesh, Dolz, Jose et Lombaert, Herve. 2024. « Anatomically-aware uncertainty for semi-supervised image segmentation ». Medical Image Analysis, vol. 91.
Compte des citations dans Scopus : 1.

AlOmar, Eman Abdullah, Mkaouer, Mohamed Wiem et Ouni, Ali. 2024. « Behind the intent of extract method refactoring: A systematic literature review ». IEEE Transactions on Software Engineering.
(Sous presse)

AlOmar, Eman Abdullah, Peruma, Anthony, Mkaouer, Mohamed Wiem, Newman, Christian D. et Ouni, Ali. 2024. « Behind the scenes: On the relationship between developer experience and refactoring ». Journal of Software: Evolution and Process, vol. 36, nº 1.
Compte des citations dans Scopus : 4.

Amar, Fouzia, April, Alain et Abran, Alain. 2024. « Electronic health record and semantic issues using fast healthcare interoperability resources: Systematic mapping review ». Journal of medical Internet research, vol. 26.

Avelino, Juscimara G., Cavalcanti, George D. C. et Cruz, Rafael M. O.. 2024. « Resampling strategies for imbalanced regression: a survey and empirical analysis ». Artificial Intelligence Review, vol. 57, nº 4.

Bali, Ahmed, Houm, Yassine El, Gherbi, Abdelouahed et Cheriet, Mohamed. 2024. « Automatic data featurization for enhanced proactive service auto-scaling: Boosting forecasting accuracy and mitigating oscillation ». Journal of King Saud University - Computer and Information Sciences, vol. 36, nº 2.

Bellili, Asma et Kara, Nadjia. 2024. « A graphical deep learning technique-based VNF dependencies for multi resource requirements prediction in virtualized environments ». Computing, vol. 106, nº 2. pp. 449-473.

Bimpas, Athanasios, Violos, John, Leivadeas, Aris et Varlamis, Iraklis. 2024. « Leveraging pervasive computing for ambient intelligence: A survey on recent advancements, applications and open challenges ». Computer Networks, vol. 239.

Chaddad, Ahmad, Wu, Yihang et Desrosiers, Christian. 2024. « Federated learning for healthcare applications ». IEEE Internet of Things Journal, vol. 11, nº 5. pp. 7339-7358.

Cheriguene, Youssra, Jaafar, Wael, Yanikomeroglu, Halim et Kerrache, Chaker Abdelaziz. 2024. « Towards reliable participation in UAV-enabled federated edge learning on non-IID data ». IEEE Open Journal of Vehicular Technology, vol. 5. pp. 125-141.

Chevalier, Marianne, de la Sablonnière, Roxane, Harel, Simon-Olivier, Ratté, Sylvie, Pelletier-Dumas, Mathieu, Dorfman, Anna, Stolle, Dietlind, Lina, Jean-Marc et Lacourse, Éric. 2024. « Who's to blame for the COVID-19 pandemic? Perceptions of responsibility during the crisis using text mining and latent dirichlet allocation ». Social Sciences and Humanities Open, vol. 9.

Chouchen, Moataz et Ouni, Ali. 2024. « A multi-objective effort-aware approach for early code review prediction and prioritization ». Empirical Software Engineering, vol. 29, nº 1.

Chowdhury, Rasel, Talhi, Chamseddine, Ould-Slimane, Hakima et Mourad, Azzam. 2024. « Proactive and intelligent monitoring and orchestration of cloud-native IP multimedia subsystem ». IEEE Open Journal of the Communications Society, vol. 5. pp. 139-155.

Danish, Syed Muhammad, Zhang, Kaiwen, Amara, Fatima, Cepeda, Juan Carlos Oviedo, Vasquez, Luis Fernando Rueda et Marynowski, Tom. 2024. « Blockchain for energy credits and certificates: A comprehensive review ». IEEE Transactions on Sustainable Computing.
Compte des citations dans Scopus : 1. (Sous presse)

Davtalab, Reza, Cruz, Rafael M. O. et Sabourin, Robert. 2024. « A scalable dynamic ensemble selection using fuzzy hyperboxes ». Information Fusion, vol. 102.

de Amorim, Lucas B. V., Cavalcanti, George D. C. et 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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Deshpande, Niranjana, Mkaouer, Mohamed Wiem, Ouni, Ali et Sharma, Naveen. 2024. « Third-party software library migration at the method-level using multi-objective evolutionary search ». Swarm and Evolutionary Computation, vol. 84.

Farajzadeh, Amin, Yadav, Animesh, Abbasi, Omid, Jaafar, Wael et Yanikomeroglu, Halim. 2024. « FLSTRA: Federated Learning in Stratosphere ». IEEE Transactions on Wireless Communications, vol. 23, nº 2. pp. 1052-1067.

Farhangian, Faramarz, Cruz, Rafael M. O. et Cavalcanti, George D. C.. 2024. « Fake news detection: Taxonomy and comparative study ». Information Fusion, vol. 103.
Compte des citations dans Scopus : 3.

Farhat, Mahmoud, Kali, Yassine, Saad, Maarouf, Rahman, Mohammad H. et Lopez-Herrejon, Roberto E.. 2024. « Walking position commanded NAO robot using nonlinear disturbance observer-based fixed-time terminal sliding mode ». ISA Transactions.
Compte des citations dans Scopus : 1. (Sous presse)

Feola, Brandee, Beermann, Adam, Manzanarez Felix, Karlos, Coleman, Michael, Bouix, Sylvain, Holt, Daphne J., Lewandowski, Kathryn E., Öngür, Dost, Breier, Alan, Shenton, Martha E., Heckers, Stephan, Brady, Roscoe O., Blackford, Jennifer Urbano et Ward, Heather Burrell. 2024. « Data-driven, connectome-wide analysis identifies psychosis-specific brain correlates of fear and anxiety ». Molecular Psychiatry.
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Houda, Zakaria Abou El, Naboulsi, Diala et Kaddoum, Georges. 2024. « A privacy-preserving collaborative jamming attacks detection framework using federated learning ». IEEE Internet of Things Journal, vol. 11, nº 7. pp. 12153-12164.

Kruchten, Nicolas, McNutt, Andrew M. et McGuffin, Michael J.. 2024. « Metrics-based evaluation and comparison of visualization notations ». IEEE Transactions on Visualization and Computer Graphics, vol. 30, nº 1. pp. 425-435.

Laniel, Julie, Sultan, Serge, Sinnett, Daniel, Laverdière, Caroline, Krajinovic, Maja, Robaey, Philippe, Duong, Luc et Lippé, Sarah. 2024. « Cumulative dosage of intrathecal chemotherapy agents predicts white matter integrity in long-term survivors of acute lymphoblastic leukemia: A PETALE study ». Cancers, vol. 16, nº 6.

Li, Jiaze, Wang, Shengfa et Paquette, Eric. 2024. « Texture-driven adaptive mesh refinement with application to 3D relief ». Computer Aided Design, vol. 167.

Liu, Bingyuan, Dolz, Jose, Galdran, Adrian, Kobbi, Riadh et Ben Ayed, Ismail. 2024. « Do we really need dice? The hidden region-size biases of segmentation losses ». Medical Image Analysis, vol. 91.

Liu, Jinhua, Desrosiers, Christian, Yu, Dexin et Zhou, Yuanfeng. 2024. « Semi-supervised medical image segmentation using cross-style consistency with shape-aware and local context constraints ». IEEE Transactions on Medical Imaging, vol. 43, nº 4. pp. 1449-1461.

Maroudis, Angelos-Christos, Theodoropoulos, Theodoros, Violos, John, Leivadeas, Aris et Tserpes, Konstantinos. 2024. « Leveraging graph neural networks for SLA violation prediction in cloud computing ». IEEE Transactions on Network and Service Management, vol. 21, nº 1. pp. 605-620.

Minani, Jean Baptiste, Sabir, Fatima, Moha, Naouel et Gueheneuc, Yann-Gael. 2024. « A multi-method study of internet of things systems testing in industry ». IEEE Internet of Things Journal, vol. 11, nº 1. pp. 1662-1684.

Minani, Jean Baptiste, Sabir, Fatima, Moha, Naouel et Gueheneuc, Yann-Gaël. 2024. « A systematic review of IoT systems testing: Objectives, approaches, tools, and challenges ». IEEE Transactions on Software Engineering.
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Mohamadi, Houssem Eddine, Lahlou, Laaziz, Kara, Nadjia et Leivadeas, Aris. 2024. « A versatile chaotic cryptosystem with a novel substitution-permutation scheme for internet-of-drones photography ». Nonlinear Dynamics, vol. 112, nº 6. pp. 4977-5012.

Mohamed, Ramy, Avgeris, Marios, Leivadeas, Aris, Lambadaris, Ioannis, Chinneck, John, Morris, Todd et Djukic, Petar. 2024. « Service function chain network planning through offline, online and infeasibility restoration techniques ». Computer Networks, vol. 242.

Moumane, Karima, Sardi, Lamyae, Idri, Ali et Abran, Alain. 2024. « Functional size measurement of postnatal care apps: Morocco case study ». Informatics for Health and Social Care.
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Moussa-Tooks, A. B., Beermann, A., Manzanarez Felix, K., Coleman, M., Bouix, S., Holt, D., Lewandowski, K. E., Öngür, D., Breier, A., Shenton, M. E., Heckers, S., Walther, S., Brady, R. O. et Ward, H. B.. 2024. « Isolation of distinct networks driving action and cognition in psychomotor processes ». Biological Psychiatry.
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Noori, Mehrdad, Cheraghalikhani, Milad, Bahri, Ali, Vargas Hakim, Gustavo A., Osowiechi, David, Ben Ayed, Ismail et Desrosiers, Christian. 2024. « TFS-ViT: Token-level feature stylization for domain generalization ». Pattern Recognition, vol. 149.

Peng, Jizong, Wang, Ping, Pedersoli, Marco et Desrosiers, Christian. 2024. « Boundary-aware information maximization for self-supervised medical image segmentation ». Medical Image Analysis, vol. 94.

Prestat, Dimitri, Moha, Naouel, Villemaire, Roger et Avellaneda, Florent. 2024. « DynAMICS: A tool-based method for the specification and dynamic detection of Android behavioural code smells ». IEEE Transactions on Software Engineering.
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Ranjha, Ali, Naboulsi, Diala, Emary, Mohamed El et Gagnon, François. 2024. « Facilitating URLLC vis-à-vis UAV-Enabled Relaying for MEC Systems in 6-G Networks ». IEEE Transactions on Reliability.
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Salah, Taha Ben, Avgeris, Marios, Leivadeas, Aris et Lambadaris, Ioannis. 2024. « VNF placement and dynamic NUMA node selection through core consolidation at the edge and cloud ». IEEE Transactions on Network and Service Management.
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Sami, H., Hammoud, A., Arafeh, M., Wazzeh, M., Arisdakessian, S., Chahoud, M., Wehbi, O., Ajaj, M., Mourad, A., Otrok, H., Wahab, O. A., Mizouni, R., Bentahar, J., Talhi, C., Dziong, Z., Damiani, E. et Guizani, M.. 2024. « The Metaverse: Survey, trends, novel pipeline ecosystem & future directions ». IEEE Communications Surveys and Tutorials.
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Souza, Mariana A., Sabourin, Robert, Cavalcanti, Geroge D. C. et Cruz, Rafael M. O.. 2024. « A dynamic multiple classifier system using graph neural network for high dimensional overlapped data ». Information Fusion, vol. 103.

Théberge, Antoine, Desrosiers, Christian, Boré, Arnaud, Descoteaux, Maxime et Jodoin, Pierre-Marc. 2024. « What matters in reinforcement learning for tractography ». Medical Image Analysis, vol. 93.

Titov, Andrey, Kersten-Oertel, Marta et Drouin, Simon. 2024. « Contextual ambient occlusion: A volumetric rendering technique that supports real-time clipping ». Computers and Graphics, vol. 119.

Vallageas, Valentin, Aissaoui, Rachid, Willaert, Iris et Labbe, David R.. 2024. « Embodying a self-avatar with a larger leg: Its impacts on motor control and dynamic stability ». IEEE Transactions on Visualization and Computer Graphics.
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Compte rendu de conférence

AlOmar, Eman Abdullah, Mkaouer, Mohamed Wiem et Ouni, Ali. 2024. « Automating source code refactoring in the classroom ». In 55th ACM Technical Symposium on Computer Science Education (Portland, OR, USA, Mar. 20-23, 2024) pp. 60-66. Association for Computing Machinery, Inc.

Dos Santos, Carlos Alberto, Bouchard, Kevin et Petrillo, Fabio. 2024. « AI-driven user story generation ». In International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications (ACDSA) (Victoria, Seychelles, Feb. 01-02, 2024) Institute of Electrical and Electronics Engineers.

Silva-Rodriguez, Julio, Chelbi, Jihed, Kabir, Waziha, Chakor, Hadi, Dolz, Jose, Ben Ayed, Ismail et 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.

Article de revue ou de magazine, non révisé par les pairs

Batool, Zahra, Zhang, Kaiwen, Zhu, Zhongwen, Aravamuthan, Sarang et Aïvodji, Ulrich. 17 janvier 2024. « Blockchain-based federated-split learning ». [Article de recherche]. Substance ÉTS.

Batool, Zahra, Zhang, Kaiwen, Zhu, Zhongwen, Aravamuthan, Sarang et Aïvodji, Ulrich. 17 janvier 2024. « La chaîne de blocs pour l’apprentissage fédéré fractionné ». [Article de recherche]. Substance ÉTS.