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Browsing National Conference on Artificial Intelligence and Its Applications (NCAIA 2024) by Subject "Machine Learning"

Browsing National Conference on Artificial Intelligence and Its Applications (NCAIA 2024) by Subject "Machine Learning"

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  • Machine Learning Clustering Techniques for IoT Networks: Comparative Study 
    Bengherbia, Ayoub; Madaci, Wissal2;; Bouterfif, Asma (Université Frères Mentouri - Constantine 1, 2024-10-25)
    Clustering is the process of dividing a sample of data points into groups called clusters. Nodes in the same group share some commonalities, while every group differs from others. In this paper, we compare multiple ...
  • Machine Learning-Based Fault Detection for Enhanced Reliability in Photovoltaic Systems 
    Halassa, Elmamoune; Seghiour, Abdellatif (Université Frères Mentouri - Constantine 1, 2024-10-25)
    This paper presents a novel approach for fault detection in photovoltaic (PV) systems using an Artificial Neural Network (ANN) model, designed to improve operational reliability and enhance power generation efficiency. ...

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