Aomar Osmani - RankMe

69 papers A* 5A 2B 6C 7Misc 4Journal 18Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	General Machine Learning: Theory for Learning Under Variable Regimes. CoRR Aomar Osmani
2026	J	`jnl`	Meta-RL with Shared Representations Enables Fast Adaptation in Energy Systems. CoRR Théo Zangato, Aomar Osmani, Pegah Alizadeh
2026	J	`jnl`	SMGI: A Structural Theory of General Artificial Intelligence. CoRR Aomar Osmani
2025	—	`conf`	Amélioration de l'apprentissage par renforcement appliquée à la gestion de l'énergie par l'apprentissage des dynamiques indépendantes des actions. EGC Théo Zangato, Aomar Osmani, Pegah Alizadeh
2025	J	`jnl`	Data-Driven Policy Mapping for Safe RL-based Energy Management Systems. CoRR Théo Zangato, Aomar Osmani, Pegah Alizadeh
2024	J	`jnl`	Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer. CoRR Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
2024	A	`conf`	Enhancing Decision-Making in Energy Management Systems Through Action-Independent Dynamics Learning. ECAI Théo Zangato, Aomar Osmani, Pegah Alizadeh
2024	J	`jnl`	Meta-Decomposition: Dynamic Segmentation Approach Selection in IoT-based Activity Recognition. CoRR Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
2024	J	`jnl`	On the Necessity of Metalearning: Learning Suitable Parameterizations for Learning Processes. CoRR Massinissa Hamidi, Aomar Osmani
2024	—	`conf`	Optimisation de la Gestion de l'Énergie par l'Apprentissage par Renforcement et le Clustering de Séries Temporelles pour la Génération de Politiques Individualisées. EGC Théo Zangato, Aomar Osmani, Pegah Alizadeh
2023	—	`ed.`	Joint Post-proceedings of the Third and Fourth International Conference on Microservices, Microservices 2020/2022, Bologna, Italy (Virtual Conference), September 2020 / Paris, France, May 10-12, 2022 Microservices Gokila Dorai, Maurizio Gabbrielli, Giulio Manzonetto, Aomar Osmani, Marco Prandini, Gianluigi Zavattaro, Olaf Zimmermann
2023	J	`jnl`	Multi-Modal Evaluation Approach for Medical Image Segmentation. CoRR Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
2022	A*	`conf`	Clustering Approach to Solve Hierarchical Classification Problem Complexity. AAAI Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
2022	—	`conf`	Context Abstraction to Improve Decentralized Machine Learning in Structured Sensing Environments. ECML/PKDD (3) Massinissa Hamidi, Aomar Osmani
2022	B	`conf`	Evaluation of Early Diagnosis of COVID-19 Algorithms. ICTAI Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
2022	A	`conf`	Improving Imitation Learning by Merging Experts Trajectories. CIKM Pegah Alizadeh, Aomar Osmani, Sammy Taleb
2022	Misc	`conf`	Multimodal Evaluation Method for Sound Event Detection. ICASSP Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
2022	—	`conf`	Multiview Representation Learning for Human Activity Recognition. CIVEMSA Massinissa Hamidi, Aomar Osmani, Lukmon Rasaq, Gülüstan Dogan, Nouran Alotaibi
2022	—	`conf`	Reduction of the Position Bias via Multi-level Learning for Activity Recognition. PAKDD (2) Aomar Osmani, Massinissa Hamidi
2022	—	`conf`	Uniform Evaluation of Properties in Activity Recognition. PAKDD (2) Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
2021	J	`jnl`	Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition. CoRR Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
2021	A*	`conf`	Augmented Experiment in Material Engineering Using Machine Learning. AAAI Aomar Osmani, Massinissa Hamidi, Salah Bouhouche
2021	—	`ch.`	Combining Domain Knowledge and Deep Learning to Improve HAR Models. Generalization with Deep Learning Massinissa Hamidi, Aomar Osmani
2021	J	`jnl`	Description of Structural Biases and Associated Data in Sensor-Rich Environments. CoRR Massinissa Hamidi, Aomar Osmani
2021	J	`jnl`	Deterministic policies based on maximum regrets in MDPs with imprecise rewards. AI Commun. Pegah Alizadeh, Emiliano Traversi, Aomar Osmani
2021	J	`jnl`	Domain models for data sources integration in HAR. Neurocomputing Massinissa Hamidi, Aomar Osmani
2021	—	`conf`	Equational Model Guided by Real-time Sensor Data to Monitor Industrial Robots. CASE Aomar Osmani, Pegah Alizadeh, Christophe Rodrigues
2021	—	`conf`	Hierarchical Learning of Dependent Concepts for Human Activity Recognition. PAKDD (2) Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
2021	J	`jnl`	Human Activity Recognition: A Dynamic Inductive Bias Selection Perspective. Sensors Massinissa Hamidi, Aomar Osmani
2021	—	`conf`	Modélisation du processus de génération de données pour la reconnaissance d'activités. EGC Massinissa Hamidi, Aomar Osmani
2021	J	`jnl`	Reinforcement Learning for Interactive QoS-Aware Services Composition. IEEE Syst. J. Pegah Alizadeh, Aomar Osmani, Mohamed Essaid Khanouche, Abdelghani Chibani, Yacine Amirat
2020	—	`conf`	A multi-view architecture for the SHL challenge. UbiComp/ISWC Adjunct Massinissa Hamidi, Aomar Osmani, Pegah Alizadeh
2020	—	`conf`	Data Generation Process Modeling for Activity Recognition. ECML/PKDD (4) Massinissa Hamidi, Aomar Osmani
2019	—	`ch.`	Bayesian Optimization of Neural Architectures for Human Activity Recognition. Human Activity Sensing Aomar Osmani, Massinissa Hamidi
2019	—	`conf`	Calcul d'une politique déterministe dans un MDP avec récompenses imprécises. EGC Pegah Alizadeh, Aomar Osmani, Emiliano Traversi
2019	C	`conf`	Hapicare: A Healthcare Monitoring System with Self-Adaptive Coaching using Probabilistic Reasoning. AICCSA Hossain Kordestani, Roghayeh Mojarad, Abdelghani Chibani, Aomar Osmani, Yacine Amirat, Kamel Barkaoui, Wagdy Zahran
2019	A*	`conf`	Monitoring of a Dynamic System Based on Autoencoders. IJCAI Aomar Osmani, Massinissa Hamidi, Salah Bouhouche
2018	—	`conf`	Hybrid and Convolutional Neural Networks for Locomotion Recognition. UbiComp/ISWC Adjunct Aomar Osmani, Massinissa Hamidi
2017	—	`conf`	A GRC-Centric Approach for Enhancing Management Process of IoT-Based Health Institution. MSPN Fouzi Lezzar, Djamel Benmerzoug, Ilham Kitouni, Aomar Osmani
2017	B	`conf`	Machine Learning Approach for Infant Cry Interpretation. ICTAI Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani
2017	—	`conf`	Platform for Assessment and Monitoring of Infant Comfort. AAAI Fall Symposia Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani
2011	—	`conf`	Learning Dependent-Concepts in ILP: Application to Model-Driven Data Warehouses. ILP (Late Breaking Papers) Moez Essaidi, Aomar Osmani, Céline Rouveirol
2011	B	`conf`	Transformation Learning in the Context of Model-Driven Data Warehouse: An Experimental Design Based on Inductive Logic Programming. ICTAI Moez Essaidi, Aomar Osmani, Céline Rouveirol
2010	J	`jnl`	Model driven data warehouse using MDA and 2TUP. J. Comput. Methods Sci. Eng. Moez Essaidi, Aomar Osmani
2010	—	`conf`	Towards Model-driven Data Warehouse Automation using Machine Learning. IJCCI (ICEC) Moez Essaidi, Aomar Osmani
2009	—	`conf`	Data Warehouse Development Using MDA and 2TUP. SEDE Moez Essaidi, Aomar Osmani
2009	—	`conf`	Empirical Study of Relational Learning Algorithms in the Phase Transition Framework. ECML/PKDD (1) Érick Alphonse, Aomar Osmani
2008	B	`conf`	A Model to Study Phase Transition and Plateaus in Relational Learning. ILP Érick Alphonse, Aomar Osmani
2008	J	`jnl`	Emergent property of consistent updated geographical database. Int. J. Model. Identif. Control. Hakima Kadri-Dahmani, Cyrille Bertelle, Gérard Henry Edmond Duchamp, Aomar Osmani
2008	J	`jnl`	On the connection between the phase transition of the covering test and the learning success rate in ILP. Mach. Learn. Érick Alphonse, Aomar Osmani
2007	C	`conf`	Mining Association Rules in Temporal Sequences. CIDM Khellaf Bouandas, Aomar Osmani
2007	C	`conf`	Phase transition and heuristic search in relational learning. ICMLA Érick Alphonse, Aomar Osmani
2006	B	`conf`	On the Connection Between the Phase Transition of the Covering Test and the Learning Success Rate. ILP Érick Alphonse, Aomar Osmani
2006	A*	`conf`	bitSPADE: A Lattice-based Sequential Pattern Mining Algorithm Using Bitmap Representation. ICDM Sujeevan Aseervatham, Aomar Osmani, Emmanuel Viennet
2005	—	`conf`	Evolutive complex scheduling in interaction networks for quality improvment in geographical data base updating. ICECS Hakima Kadri-Dahmani, Cyrille Bertelle, Gérard Duchamp, Aomar Osmani
2003	C	`conf`	Computing Lower Bound for MAX-CSP Problems. IEA/AIE Hachemi Bennaceur, Aomar Osmani
2003	—	`conf`	On the consistency of cardinality constraints in UML modelling. CE Faouzi Boufarès, Hachemi Bennaceur, Aomar Osmani
2003	Misc	`conf`	Optimal Approach for Temporal Patterns Discovery. FLAIRS Khellaf Bouandas, Aomar Osmani
2003	B	`conf`	Qualitative Point Sequential Patterns. KES Aomar Osmani
2002	J	`jnl`	Modélisation d'un anneauSDH pour les besoins de la gestion de fautes. Ann. des Télécommunications Francine Krief, Aomar Osmani
2002	—	`conf`	Updating Data in GIS: How to Maintain Database Consistency? ICEIS Hakima Kadri-Dahmani, Aomar Osmani
2001	—	`conf`	Distributed Model for an SDH Telecommunication Network Diagnosis. IS Philippe Dague, Francine Krief, François Lévy, Aomar Osmani
2000	C	`conf`	A Constraint-Based Approach to Simulate Faults in Telecommunication Networks. IEA/AIE Aomar Osmani, François Lévy
2000	A*	`conf`	A Model for Reasoning about Topologic Relations between cyclic intervals. KR Philippe Balbiani, Aomar Osmani
2000	—	`conf`	Model-Based-Diagnosis for Fault Management in Telecommunications Networks. AAAI/IAAI Aomar Osmani
2000	Misc	`conf`	Simulating faults in telecommunication network: Reasoning about uncertain propagation of events. CATA Aomar Osmani, François Lévy
1999	C	`conf`	Introduction to Reasoning about Cyclic Intervals. IEA/AIE Aomar Osmani
1999	C	`conf`	Modeling and Simulating Breakdown Situations in Telecommunicatiion Networks. IEA/AIE Aomar Osmani
1998	Misc	`conf`	Reasoning about Generalized Intervals. AIMSA Philippe Balbiani, Jean-François Condotta, Luis Fariñas del Cerro, Aomar Osmani