Data Mining and Big Data Analytics

All Items

• V2I-Enhanced State Representation for Adaptive Traffic Signal Control Using Deep Q-Networks

  Leila Madi, Ahcene Youcef Benabdallah , Guersi Nourddine

  335–356

• TradeGraph: Learning Global Semiconductor Market Dynamics from International Trade Networks using Hybrid Graph Neural Networks

  Donalson WILSON, Salma LIICHI, Chaimae CHOUAA, Abdellah AZMANI, Mohamed KOUNAIDI

  481–498

• Studying Traffic Accidents Utilizing a Machine Learning Approach: Case Study of Jordan

  Omar Alheyasat

  71-96

• Self-Supervised Temporal Transformer Learning for Behavioral Segmentation in Digital Banking

  Bassam Mohammad Maali, Faisal Aburub, Mohyi Aldin Abu Al Houl

  241-254

• Meta-Learning for Dataset Selection: An Adaptive Utility Scoring Framework with Interpretable Meta-Feature Analysis

  Faisal AL-Saqqar, Amjad H. Alkilan, Mohammad I. Nusir, Wael AlQassas, Mohammad El-Bashir

  87–112

• An Intelligent Entity Resolution at Scale: A Graph-Based Social Network Framework

  Mohammad Sh. Daoud, Hussain Al-Aqrabi, Yousef Q Saadeh, Bayan AbuShawar, Samer Aoudi

  394–410

• Explainable Multimodal Artificial Intelligence Framework for Real-Time Cognitive Engagement Assessment in Smart Learning Environments

  Asma Abdulmana Alhamadi

  34–71

• Automated Auditing Framework for Detecting Overfitting and Data Leakage in Machine Learning Models

  Faisal AL-Saqqar, Mohammad I. Nusir, Amjad H. Alkilani

  312-336

• ArDSS: An Arabic Down Syndrome Speech Corpus

  Fatimah Alzahrani, Maha Alamri

  150-171

• An Intelligent Approach to HTTP Flood DDoS Detection Using Bayes-Entropy

  Kamal Alieyan, Saad Ismail, Ayman Ghaben, Mohamed Sawah, Ahmed Fakhry

  39-58