selected publications

• academic article

  • Tackling Cold Start for Job Recommendation with Heterogeneous Graphs.  .  2023
  • Online conflict resolution strategies for human activity recognition in smart homes.  Journal of Control and Decision.  10:402-416. 2022
  • DCR: A new distributed model for human activity recognition in smart homes.  Expert Systems with Applications.  140:112849-112849. 2019
  • Early anomaly detection in smart home: A causal association rule-based approach.  Artificial Intelligence in Medicine.  91:57-71. 2018
  • An experiment on an ontology-based support approach for process modeling.  Information and Software Technology.  83:94-115. 2016
  • Test-bed building process for context-aware peer-to-peer information retrieval evaluation.  International Journal of Space-Based and Situated Computing.  5:23-23. 2015

• chapter

  • A Multi-agent Based Framework for RDF Stream Processing.  Lecture notes in networks and systems. 516-528. 2022
  • Detection of Users’ Abnormal Behavior on Social Networks.  Advances in intelligent systems and computing. 617-629. 2020
  • Exploring Interactions in Social Networks for Influence Discovery.  Lecture notes in business information processing. 23-37. 2019
  • From Raw Signals to Human Skills Level in Physical Human-Robot Collaboration for Advanced-Manufacturing Applications.  Lecture notes in computer science. 554-565. 2019
  • In the Search of Quality Influence on a Small Scale – Micro-influencers Discovery.  Lecture notes in computer science. 138-153. 2018
  • ARCID: A New Approach to Deal with Imbalanced Datasets Classification.  Lecture notes in computer science. 569-580. 2017
  • LEAF: Using Semantic Based Experience to Prevent Task Failures.  Springer proceedings in advanced robotics. 681-697. 2017
  • AGACY Monitoring: A Hybrid Model for Activity Recognition and Uncertainty Handling.  Lecture notes in computer science. 254-269. 2017
  • CAREDAS: Context and Activity Recognition Enabling Detection of Anomalous Situation.  Lecture notes in computer science. 24-36. 2017
  • Reasoning Under Conflicts in Smart Environment.  Lecture notes in computer science. 924-934. 2017
  • Unified Modeling of Quality of Context and Quality of Situation for Context-Aware Applications in the Internet of Things.  Lecture notes in computer science. 370-374. 2017
  • A Fuzzy Semantic CEP Model for Situation Identification in Smart Homes.  Frontiers in artificial intelligence and applications. 2016
  • A Framework Reactive and Proactive for Pervasive Homecare Environments.  Lecture notes in business information processing. 320-338. 2015
  • Contextual Bandits for Context-Based Information Retrieval.  Lecture notes in computer science. 35-42. 2013
  • A Contextual-Bandit Algorithm for Mobile Context-Aware Recommender System.  Lecture notes in computer science. 324-331. 2012
  • Exploration / Exploitation Trade-Off in Mobile Context-Aware Recommender Systems.  Lecture notes in computer science. 591-601. 2012
  • INCOME – Multi-scale Context Management for the Internet of Things.  Lecture notes in computer science. 338-347. 2012
  • Recommendation of Learning Material through Students´ Collaboration and User Modeling in an Adaptive E-Learning Environment.  Studies in computational intelligence. 257-278. 2011
  • OMIE: Ontology Mapping within an Interactive and Extensible Environment.  Lecture notes in computer science. 161-168. 2008

• conference paper

  • Optimizing human learning using reinforcement learning.  . 2024
  • Efficient Constraint Learning For Stream Reasoning.  . 204-211. 2023
  • Guided Hierarchical Reinforcement Learning for Safe Urban Driving.  . 746-753. 2023
  • HGExplainer: Explainable Heterogeneous Graph Neural Network.  . 221-229. 2023
  • Multi-Context Incremental Reasoning Over Data Streams.  . 150-157. 2023
  • Applying Machine Learning Models for Detecting and Predicting Militant Terrorists Behaviour in Twitter.  2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 309-314. 2021
  • How to Guide Humans Towards Skills Improvement in Physical Human-Robot Collaboration Using Reinforcement Learning?.  2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 4281-4287. 2020
  • A stream reasoning framework based on a multi-agents model.  . 509-512. 2020
  • Distributed collaborative reasoning for HAR in smart homes.  HAL (Le Centre pour la Communication Scientifique Directe). 2018
  • Fuzzy Aggregation for Rule Selection in Imbalanced Datasets Classification using Choquet Integral.  2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 1-7. 2018
  • Influence in time-dependent citation networks.  . 1-11. 2018
  • A New Fuzzy Clustering Approach for Reputation Management in OSNs.  . 586-593. 2017
  • Feature selection based on Choquet integral for human activity recognition.  2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2017
  • Activity recognition for anomalous situation detection.  HAL (Le Centre pour la Communication Scientifique Directe). 2017
  • Le projet ANR INCOME, processus et outils logiciels pour des gestionnaires de contexte au dessus de l'Internet des objets.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • FreGraPaD: Frequent RDF graph patterns detection for semantic data streams.  . 1-9. 2016
  • Gold standard based evaluation of ontology learning techniques.  . 339-346. 2016
  • Fuzzy aggregation for results merging in information retrieval: An application of Choquet Integral.  2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 1-8. 2015
  • RSAW: A situation awareness system for autonomous robots.  . 450-455. 2014
  • Projet INCOME : INfrastructure de gestion de COntexte Multi-Echelle pour l'Internet des Objets.  HAL (Le Centre pour la Communication Scientifique Directe). 2014
  • Context-aware routing method for P2P file sharing systems over MANET.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • Fuzzy-MSOM: A New Fuzzy Clustering Approach Based on Neural Network.  . 165-172. 2012
  • Enriching Ontologies from Folksonomies for eLearning: DBpedia Case.  . 293-297. 2012
  • Enriching the DBpedia Ontology with Shared Conceptualizations from Folksonomies.  . 551-556. 2012
  • Following the User's Interests in Mobile Context-Aware Recommender Systems: The Hybrid-e-greedy Algorithm.  . 657-662. 2012
  • An Agent-Based Service Architecture for User Profiles Dynamic Share.  . 137-143. 2011
  • Semantic clustering of users based on shared conceptualizations in folksonomies.  . 201-206. 2011
  • Considering the high level critical situations in context-aware recommender systems.  . 2011
  • A mixed learning strategy for pervasive learning systems at workplace.  HAL (Le Centre pour la Communication Scientifique Directe). 2010
  • Active Sharing of Contextual Learning Experiences among Users in Personal Learning Environments Using a Peer-to-Peer Network.  . 78-82. 2010
  • An adaptive e-learning environment based on user's context.  . 2010
  • Modeling context adapted learning scenarios in the adaptweb® environment.  . 2010
  • Authoring Tool for Structural and Semantic Coherence Validation of Composed Learning Objects.  . 175-177. 2009
  • Délivrer et adapter des ressources pédagogiques dans un système pervasif en fonction de la situation de l'utilisateur.  . 2008
  • A situation based metadata for describing pervasive learning objects.  . 2008