IAM 2023
6th International Hybrid Conference On Informatics And Applied Mathematics 2023

Table of Contents

• Preface
  Summary: There were 107 papers submitted for peer-review to this Conference and 19 papers were accepted as short papers.

• Graph Neural Networks for Session-based Recommender Systems: A Brief Review 1-11
  Boudjemaa Boudaa , Abdelhafid Abouaissa , Mouloud Amine Djenane
• An Innovative Low-cost IoT-Based Asthma Exacerbation Prediction System Using Federated Learning 12-20
  Amine Dahane , Rabaie Benameur , Kheireddine Abainia , Dalila Benatta , Souheila Meneceur , Chemseddine Brakna , Amin Bouamar , Ghalem Belalem , Abdelmajid Snouber , Abdelhamid Mellouk
• An Effective Face Recognition System Based on Transfer Learning 21-28
  Abdessalam Hattab , Ali Behloul
• Automatic Sports Video Classification Using CNN-LSTM Approach 29-35
  Benoughidene Abdelhalim , Titouna Faiza
• URL Detection based on YOLO Network in Various Conditions 36-45
  Leila Boussaad , Aldjia Boucetta , Aymene Zeroual , Wail Ala-eddine Zeroual
• A survey on text-line segmentation process in historical Arab manuscripts 46-57
  Soumia Djaghbellou , Attia Abdelouahab , Bouziane Abderraouf
• C-STSS: A Context-based Short Text Semantic Similarity approach applied to biomedical named entity linking 58-67
  Asma Djellal , Maya Souilah Benabdelhafid
• Brain Tumor Classification in Magnetic Resonance Imaging using Convolutional Neural Networks and Transfer Learning 68-75
  Fatma Chahbar , Medjeded Merati , Said Mahmoudi , Mohamed Baghdadi , Ali Zakaria Lebani
• Lightweight Medical Image Encrypting and Decrypting Algorithm Based on the 3D Intertwining Logistic Map 76-85
  Hadjer Bourekouche , Samia Belkacem , Noureddine Messaoudi
• Improving Breast Cancer Detection with Pre-trained Models: A CADe and CADx System 86-93
  Ali Zakaria Lebani , Medjeded Merati , Said Mahmoudi , Fatma Chahbar
• An Intrusion Detection System for Healthcare Applications using Machine Learning 94-101
  Miloud Khaldi , Nadir Mahammed , Mohammed Abdrrahim Lahmar , Fadela Djelloul Daouadji
• Enabling Session-Based Recommender Systems Through Graph Convolutional Networks 102-108
  Boudjemaa Boudaa , Kheira Amel Belhocine , Amel Guelfout
• Bio-inspired algorithms for effective social media profile authenticity verification 109-119
  Nadir Mahammed , Badia Klouche , Imène Saidi , Miloud Khaldi , Mahmoud Fahsi
• Advancements in Recommender Systems through the Integration of Generative Adversarial Networks 120-125
  Naouel Manaa , Hassina Seridi , Mohamed Said Mehdi Mendjel
• Fuzzy Logic Speed Controller for Dual Stator Induction Motor Based On Indirect Vector Control 126-135
  Nizar Benayad , Abdelaziz Aouiche , Abdelghani Djeddi
• Intelligent Control for Enhanced Phase-Locked Loop Performance in Grid-Connected Inverters 136-142
  Noussaiba Mennai , Ammar Medoued , Youcef Soufi , Abdallah Faleh
• Moving Target Defense and Trust management New Challenges for IoT and SIoT systems 143-148
  Souraya Hamida , Ammar Hamida , Okba Kazar
• Arduino Voice Control for Arabic Speech Recognition using Smartphone 149-153
  Adil Bakri , Khaled Lounnas , Mohamed Lichouri
• Toward a Precise, Consensual, and Comprehensive Definition of Online Antisocial Behavior 154-160
  Chahrazad Toumi , Abdelkrim Bouramoul