Machine and Deep learning Applications

All Items

• Web Phishing Detection Using a Modified Spider Monkey Optimization Algorithm

  Hanadi Alsheyab, mosleh abualhaj, Mahran Al Zyoud, Mohamed Yousif, Mohammad Daoud

  317–334

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

  Leila Madi, Ahcene Youcef Benabdallah , Guersi Nourddine

  335–356

• Trustworthy Phishing URL Detection Using Machine Learning: Performance Analysis and Future Directions

  Omar Almomani, Ahmad Shalaldeh, Mohammed Amin Almaiah, Ahmad Saleh Ali Shatat, Mohammed Madi, Mutasem K. Alsmadi, Ibrahim Mohammed Dweib

  532-560

• 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

• 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

• Hybrid AI and Blockchain-Enhanced Signal Processing for Next-Generation 6G Channel Estimation

  Udit Mamodiya, Indra Kishor, Megha Gupta, Mansour Obeidat, Abdulmalik AlJabr , Ibrahim Elamin

  433–467

• Genetic-Algorithm Feature Selection for Evaluating Self-Supervised Transformers and Gradient-Boosted Trees in Flow-Based Intrusion Detection

  Mohammad F. Al-hammouri, Bandi Vamsi, Muder M. AlMi'ani, Elvira Al Bataineh, Ali Al Bataineh

  296–316

• GATv2-Based Artificial Intelligence Framework for Intrusion Detection in UAVCAN-Enabled Unmanned Aerial Vehicle Networks

  Hasan Alkahtani

  196–220

• FairHR-X: An Explainable and Bias-Aware Artificial Intelligence Framework for Transparent Employee Recruitment and Selection

  Ahmad Nader Aloqaily

  140–156

• 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 Pricing Accuracy: A Multicriteria Diagnostic Benchmark of Neural Approaches to Financial PDE Approximation

  Zakaria ELBAYED, Abdelmjid Qadi El Idrisi

  157–195

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

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

  132-149

• BC-XAIA: An Intelligent Framework for Securing Autonomous Software Using Blockchain Technology and Smart Contracts

  Hebat Allah Adel, Sayed AbdelGaber, Wessam El-Behaidy

  561-576

• Artificial Intelligence for Imbalanced Financial Classification and Its Societal Implications for Digital Trust: A Cost-Sensitive XGBoost–Transformer Ensemble

  Ahmad Thunibat, Thamer A. Alrawashdeh, Khaldoun Khalil Habashneh, Ali Khaled Qtaishat

  468–480

• ArDSS: An Arabic Down Syndrome Speech Corpus

  Fatimah Alzahrani, Maha Alamri

  150-171