Machine and Deep learning Applications

All Items

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

  Omar Alheyasat

  71-96

• Structured Pruning of Small Language Models: An Empirical Study on GQA-Aware Attention and MLP Compression with LoRA Recovery

  ADNANE BAKKOU, Badr Hirchoua, Mouad Banane, Naoufal Er-raji

  113–139

• Smart Healthcare system for diagnosing Autism Spectrum Disorder Using Deep Neural Networks

  Mosleh Al-Adhaileh

  172-191

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

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

  241-254

• Poisoning-Resilient Homomorphic Secure Aggregation for High-Dimensional Cybersecurity Gradients

  Enshirah Altarawneh, Jawdat Alkasassbeh, Qotadeh Aljawazneh, Aws Al-Qaisi, Khalid N. AlZubi, Mohammad Sharsheer

  272-289

• 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

• Integrating Artificial Intelligence with Earned Value Management for Enhanced Performance in Smart Renewable Energy Projects

  Ibrahim Saraireh, Hayat Almashaleh, Takialddin Al Smadi

  17-38

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

  Asma Abdulmana Alhamadi

  34–71

• Detecting Plagiarized Text in Images using OCR and NLP-Based Deep Learning Approaches

  Belal Zaqaibeh, Ahmad Alhami

  376-384

• Deep Multimodal Purchase Decision Modeling for E-Commerce Recommendation

  Raouya El Youbi, Fayçal Messaoudi, Riad Loukili, Manal Loukili, Essa Lafi Al Smadi

  1-16

• Cybercrime Prediction via Multi-Modal Learning from Behavioral, Network, and Textual Data

  Ali Awad Aljabrah, Ahmad Hisham Alomari, Mohammad AbdulJawad, Wlla Atef Amayreh

  192-202

• Comparative Assessment of Regression-Based Machine Learning Models for Predicting the Compressive Strength of Fibre-Reinforced Concrete

  Nour Almarahlleh

  72–86

• Beyond Accuracy: Protocol-Dependent Robustness and Reliability in Patch-Based Breast Histopathology Classification

  SULEYMAN AL-SHOWARAH, Wael Alzyadat, Aysh Alhroob, Ameen Shaheen

  132-149

• 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

• A Stacking Ensemble Framework for improving Lung Cancer Prediction

  Zena Khalil, Talib T. Al-Fatlawi, Lamyaa Fahem Katran, Zahraa Ch. Oleiwi, Salwa Shakir Baawi, Ameer B. A. Alaasam

  255-271

• A Hybrid YOLO-NAS Technology in Transforming Autonomous Vehicle Manufacturing

  Adi El-Dalahmeh, Layla Albdour, Mohammad Alia

  18–33

• 3D Vision-Based Inspection Using Multi-View Reconstruction and Depth Estimation for Industrial Quality Control

  Tikaoui Hicham, Omar Hassani Zerrouk, Sidi Omar Kettani, Mohammed Hassani Zerrouk

  228-240