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  1. Article

    Open Access

    Multi-agent-based modeling for extracting relevant association rules using a multi-criteria analysis approach

    Recently, association rule mining plays a vital role in knowledge discovery in database. In fact, in most cases, the real datasets lead to a very large number of rules, which do not allow users to make their o...

    Addi Ait-Mlouk, Fatima Gharnati, Tarik Agouti in Vietnam Journal of Computer Science (2016)

  2. Article

    Open Access

    Toward efficient resource utilization at edge nodes in federated learning

    Federated learning (FL) enables edge nodes to collaboratively contribute to constructing a global model without sharing their data. This is accomplished by devices computing local, private model updates that a...

    Sadi Alawadi, Addi Ait-Mlouk, Salman Toor in Progress in Artificial Intelligence (2024)