| 2026 | PAKDD | Meta-RL with Shared Representations Enables Fast Adaptation in Energy Systems. | Tho Zangato, Aomar Osmani, Pegah Alizadeh |
| 2024 | ECAI | Enhancing Decision-Making in Energy Management Systems Through Action-Independent Dynamics Learning. | Tho Zangato, Aomar Osmani, Pegah Alizadeh |
| 2022 | AAAI | Clustering Approach to Solve Hierarchical Classification Problem Complexity. | Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh |
| 2022 | CIKM | Improving Imitation Learning by Merging Experts Trajectories. | Pegah Alizadeh, Aomar Osmani, Sammy Taleb |
| 2022 | ICASSP | Multimodal Evaluation Method for Sound Event Detection. | Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani |
| 2022 | ICTAI | Evaluation of Early Diagnosis of COVID-19 Algorithms. | Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani |
| 2022 | PAKDD | Uniform Evaluation of Properties in Activity Recognition. | Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani |
| 2022 | PAKDD | Reduction of the Position Bias via Multi-level Learning for Activity Recognition. | Aomar Osmani, Massinissa Hamidi |
| 2021 | AAAI | Augmented Experiment in Material Engineering Using Machine Learning. | Aomar Osmani, Massinissa Hamidi, Salah Bouhouche |
| 2021 | PAKDD | Hierarchical Learning of Dependent Concepts for Human Activity Recognition. | Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh |
| 2019 | AICCSA | Hapicare: A Healthcare Monitoring System with Self-Adaptive Coaching using Probabilistic Reasoning. | Hossain Kordestani, Roghayeh Mojarad, Abdelghani Chibani, Aomar Osmani, Yacine Amirat, Kamel Barkaoui, Wagdy Zahran |
| 2019 | IJCAI | Monitoring of a Dynamic System Based on Autoencoders. | Aomar Osmani, Massinissa Hamidi, Salah Bouhouche |
| 2017 | ICTAI | Machine Learning Approach for Infant Cry Interpretation. | Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani |
| 2011 | ILP | Learning Dependent-Concepts in ILP: Application to Model-Driven Data Warehouses. | Moez Essaidi, Aomar Osmani, Cline Rouveirol |
| 2011 | ICTAI | Transformation Learning in the Context of Model-Driven Data Warehouse: An Experimental Design Based on Inductive Logic Programming. | Moez Essaidi, Aomar Osmani, Cline Rouveirol |
| 2010 | IJCCI | Towards Model-driven Data Warehouse Automation using Machine Learning. | Moez Essaidi, Aomar Osmani |
| 2008 | ILP | A Model to Study Phase Transition and Plateaus in Relational Learning. | rick Alphonse, Aomar Osmani |
| 2007 | CIDM | Mining Association Rules in Temporal Sequences. | Khellaf Bouandas, Aomar Osmani |
| 2007 | ICMLA | Phase transition and heuristic search in relational learning. | rick Alphonse, Aomar Osmani |
| 2006 | ICDM | bitSPADE: A Lattice-based Sequential Pattern Mining Algorithm Using Bitmap Representation. | Sujeevan Aseervatham, Aomar Osmani, Emmanuel Viennet |
| 2006 | ILP | On the Connection Between the Phase Transition of the Covering Test and the Learning Success Rate. | rick Alphonse, Aomar Osmani |
| 2003 | FlAIRS | Optimal Approach for Temporal Patterns Discovery. | Khellaf Bouandas, Aomar Osmani |
| 2003 | KES | Qualitative Point Sequential Patterns. | Aomar Osmani |
| 2000 | AAAI | Model-Based-Diagnosis for Fault Management in Telecommunications Networks. | Aomar Osmani |
| 2000 | CATA | Simulating faults in telecommunication network: Reasoning about uncertain propagation of events. | Aomar Osmani, Franois Lvy |
| 2000 | KR | A Model for Reasoning about Topologic Relations between cyclic intervals. | Philippe Balbiani, Aomar Osmani |
| 1998 | AIMSA | Reasoning about Generalized Intervals. | Philippe Balbiani, Jean-Franois Condotta, Luis Farias del Cerro, Aomar Osmani |