RIF 2024
Research in computIng at Feminine 2024

Table of Contents

• Preface
  
  Summary: 33 papers were submitted for peer-review to this conference. Out of these, 16 papers were accepted for this volume, 12 as regular papers and 4 as short papers.

Session 1: HEALTHCARE INNOVATIONS AND AI APPLICATIONS

• CoMediC: Empowering Collaborative and Participatory Medical Multimodel Data Collection Projects 6-17
  Wafia Abada, Abdelkrim Bouramoul, Asma Ayari
• A Novel Ensemble Learning Approach for Diabetes Prediction in Imbalanced Datasets 18-28
  Djalila Boughareb, Said Bouteldja, Hamid Seridi
• Detection of Atherosclerosis using Deep Learning 29-39
  Juliet Chebet Moso, Mohamed Tahar Bennai, Zahia Guessoum, Stéphane Cormier, Jasminka Hasić Telalović

Session 2: ADVANCED AI APPLICATIONS

• Machine Learning-Driven Distributed Intrusion Detection System for the Internet of Vehicles 40-49
  Joud AlFarra, Leena Alam, Naila Marir, Akila Sarirete
• Advancing Video Game Addiction Detection: A Stacking Ensemble Approach Utilizing Machine Learning and Deep Learning Models 50-59
  Amina Bouhadja, Abdelkrim Bouramoul
• Generating Synthetic Training Data for Named Entity Recognition With Large-Scale Models Integrating Wikidata and GPT 60-69
  Adel Belbekri, Wissem Bouarroudj, Fouzia Benchikha, Zizette Boufaida

Session 3: AI POWERED SOCIAL INNOVATION

• A Semantic Framework for Monitoring Wheat Grain Warehouses 70-79
  Lynda Djakhdjakha, Brahim Farou, Imane Bouacida, Aya Meguellatni
• An Intelligent Optimization Technique of Automatic Speech Recognition for Smart Homes 80-90
  Rabab Hamed M. Aly, Aziza I. Hussein
• SPOC "Gender in Digital Education": A Means to Promote Egalitarian E-Pedagogy and Sustainable Development 91-100
  Lilia Cheniti Belcadhi, Ghada A. El Khayat, Mohamed El Hadi Benelhadj

Session 4: AI AND OPTIMIZATION

• A Hybrid Ant Colony-Cellular Automata Algorithm for Improved Edge Detection of Images 101-113
  Safia Djemame
• SVM Hyper-parameter Optimization for Sentiment Analysis using Termite Alate Optimization Algorithm 114-123
  Faiza Merah, Nawel Falek, Hichem Houassi
• Online Matching based Firefly Algorithm for Dynamic Ridesharing 124-137
  Hiba Abdelmoumène, Amina Bousena

Session 5: SHORT PAPERS

• A Restaurant Recommendation System based on Collaborative Filtering using Machine Learning Algorithms and the Multi-Criteria Method 134-142
  Maroua Chemlal, Amina Zedadra, Ouarda Zedadra, Med Nadjib Kouahla
• Preserving Algeria's Cultural Heritage with Blockchain Technology 143-151
  Insaf Boumezbeur, Meriem Seghiri, Yasser Nassim Benzagouta, Abdelaziz Debbache, Karim Zarour
• A Comparative Study On Sentiment Lexicons For Automatic Labeling 152-158
  Zohra Mehenaoui, Chayma Merabti, Houda Tadjer, Yacine Lafifi
• Machine and Deep Learning Innovations for Protein Structure Quality Assessment 159-166
  Loubna Terra, Fouzia Benchikha, Mohamed Hachem Kermani