Publications internationales

2024
Sonia Guehria , Habiba Belleili, Nabiha Azizi. (2024), Boosting Multi-Label Classification Performance Through Meta-Model. International Journal of Pattern Recognition and Artificial Intelligence Vol. 38, No. 01, 2350033 : worldscientific, https://www.worldscientific.com/doi/abs/10.1142/S0218001423500337
H Abdelmoumene, CE Bencheriet, H Belleili, I Touati, C Zemouli. (2024), Dynamic Matching Optimization in Ridesharing System Based on Reinforcement Learning. IEEE Access, vol. 12, pp. 29525-29535 : IEEE Access, https://ieeexplore.ieee.org/abstract/document/10443581

Communications internationales

2024
Sonia Guehria , Habiba Belleili, Nabiha Azizi. (2024), Distributed Approach for Large-Scale Ensemble Multi-Label Classification. 2nd International Conference on Scientific and Innovative Studies; https://scholar.google.com/citations?view_op=view_citation&hl=fr&user=-T4MVIEAAAAJ&citation_for_view=-T4MVIEAAAAJ:UeHWp8X0CEIC
2023
Sonia Guehria , Habiba Belleili, Nabiha Azizi. (2023), A Comparative Analysis of Ensemble Learning. 14th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2023)https://scholar.google.com/citations?view_op=view_citation&hl=fr&user=-T4MVIEAAAAJ&citation_for_view=-T4MVIEAAAAJ:u-x6o8ySG0sC.
Sonia Guehria , Habiba Belleili, Nabiha Azizi. (2023), impact of ensemble multi-label classification on large-scale data. 3rd international conference on scientific and academic research (ICSAR’23)https://www.researchgate.net/publication/388178068_Impact_of_Ensemble_Multi-Label_Classification_on_Large-Scale_Data
2022
Sonia Guehria , Habiba Belleili, Nabiha Azizi. (2022), A Survey on Ensemble Multi-label Classifiers. 14th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2022)https://link.springer.com/chapter/10.1007/978-3-031-27524-1_11
2020
Sonia Guehria , Habiba Belleili, Nabiha Azizi. (2020), "One vs All” Classifier Analysis for Multi-label Movie Genre Classification Using Document Embedding. Intelligent Systems Design and Applications : springer, https://link.springer.com/chapter/10.1007/978-3-030-71187-0_44