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AI Innovations for a Better Tomorrow

Zayed University Convention Center, Dubai, UAE

September 24th and 25th, 2025

Workshop Full Paper - Presentation Sessions

Date: Wednesday, September 24th, 2025
Time: 13:00 - 14:30
Chair: TBA
Venue: Conference Rooms 5, 6
IDTitleAuthor(s)UniversityCountry
93

Enhancing Regression Diagnostics: Automated Residual Analysis Using Computer Vision and Statistical Insights

Niraj Patel St. Clair College Windsor Canada
169 Geolocation Based E-Mail Forensics: A Timeline Analysis Approach Fatima Fahad Al-Mousawi, Dr. Abdullah Hussein Al-Ghushami, Dr. Shafii Muhammad Abdulhamid, Jawaher Mubarak Al-Abdulla, Fatima Mubarak Al-Kuwari and Tahani Khalifa Al-Suwaidi Community College of Qatar Qatar
170 Hybrid Web Application Firewall Using Rule-Based and Feature Fusion in Convolutional Neural Network Fatima Fahad Al-Mousawi, Dr. Abdullah Hussein Al-Ghushami, Dr. Shafii Muhammad Abdulhamid, Ghanim Mansoor Al-Ali, Khalid Ali Al-Emadi and Rashid Abdulla Al-Naimi Community College of Qatar Qatar
182 AI-Powered Conference Recommendation: Fine-Tuning Language Models for Context-Aware Academic Support Abdalla Gamal, Youssef Abdelmaksoud, Sama Ali, Abdallah Gadallah, Mariam Mohamed and Ghada Khoriba Nile University Egypt
185 AI-Driven Question Generation System: Benchmarking Large Language Models for Examination Systems Shahd Hassan, Kenzy Khaled, Cecilia Mohamed, Mohamed Khaled, Zeyad Mohamed and Noha Gamal Nile University Egypt
186 A Transformer-Driven Bilingual Approach to Arabic Text Summarization Mohamed Younes, Mohammed Hany, Abdelhakim Osama and Noha Saad Nile University, Mansoura University Egypt
189 Utilizing LLMs for Virtual Machine Migration in Cloud Computing Environments Eman Alofi and Tarek Helmy King Fahd University of Petroleum and Minerals KSA
194 Sign Language Recognition using Deep Learning with Mediapipe Integration Saira Bnau J, Sumaiya Thaseen I, Vikram Surya R, Jeeva G and Raj Bharath S
VIT University, De Montfort University
India, UAE
196

Memory Forensics for Ransomware Analysis

Dr. Sumaiya Thaseen, Dr. Benita Veronica, Dr. Shaziya Islam and Dr. Febin Antony

De Montfort University, Dubai, Westford University College, Sharjah, Curtin University

UAE, Egypt
215

Modernizing Password Evaluation Through Offensive Cybersecurity Technique

Emily Jeffcott, Akshaya Kothireddy, Reshmi Mitra, Sean Durbin and Mario Guimaraes

Southeast Missouri State University

USA
220

A Hybrid Deep Learning Model for Enhanced Cuneiform Character Recognition and Translation

Shahad Elshehaby, Mina Al-Saad, Alavikunhu Panthakkan, Nour Aburaed and Hussain Al-Ahmad University of Dubai UAE
223

Enhancing Traffic Situational Awareness: A Knowledge Graph and Vision-Language-Model Integration Approach for Egyptian Roadways

Abdelrahman Lotfy, Saher Mohamed, Kirollos Saleh, Abdelrahman Saeed, Kareem Ayman, Shahenda Hatem, Ghada Khoriba and Tamer Arafa Nile University Egypt
235

GraphSelect: Advancing Research Papers Semantic Search with Embedding and Knowledge Graphs

Hosam Ksbaa, Mohamed Khedr, Tamer Arafa and Ghada Khoriba Nile University Egypt

Date: Wednesday, September 24th, 2025
Time: 15:00 - 16:30
Chair: TBA
Venue: Conference Rooms 5, 6
IDTitleAuthor(s)UniversityCountry
193

MindHaven: Retrieval-Augmented Large Language Models for AI-Powered Mental Health Support

Ahmed Yahia, Mohamed Bakry, Nada Radwan, Nourhan Yossef, Ahmed Amin, Ibrahim Ahmed and Noha Gamaleldin Saad Nile University Egypt
195 Fairness in AI: Evaluating and Mitigating Bias in Decision-Making Models Tejas Kambli and Sujala Shetty BITS Pilani, Dubai Campus UAE
197 Explainable AI-Based Enhanced Classification of Gravitational Wave Anomalies Using Vision Transformers Youssef Maaod, Ahmed Abou-El-Ela, Osama Adel, Mohamed Abd Elaziz, Youssef Mohamed Elmeligy, Aly Maher Abdelfattah and Ammar Ramadan Abozaid Galala University Egypt
200 Solar Power Forecasting for Grid Stability Based on Machine Learning Approach Aly Maher Abdelfattah, Mohamed Abd Elaziz, Youssef Mohamed Elmeligy, Ammar Ramadan Abozaid, Abdelrahman Osheba, Khaled Samy Samah, Youssef Maaod, Ahmed Abou-El-Ela and Osama A. El-Swesy Galala University Egypt
209 A VR COMPANION FOR STRESS, ANXIETY RELIEF AND EMOTIONAL COMFORT Heramb Devarajan, Sheeba Uruj and Sujala Shetty BITS Pilani, Dubai Campus Egypt
252 AI-Driven New Paradigm for Waste Minimization in Continuous Production Systems Khloud Mohamed Mansour, Ahmed Mohib, Ahmed Hamdy and Mohamed Aly American University in Cairo Egypt
266 AI-Augmented Penetration Testing for Cyber Attack Simulation and Threat Discovery Hamda Al Breiki, Qusay Mahmoud and Thani Thani Al-Riyami Zayed University, UOIT UAE, Canada
282 AI–Powered Smart Indoor Parking System for Dubai and Abu Dhabi Emirate Vehicles Thangavel Murugan, Sultan Saif Almur Alnuaimi, Sultan Salem Sultan Alkaabi, Abdulla Mahmood Murad, Mohammad Ali Alderei and Nasurudeen Ahamed N United Arab Emirates University
UAE

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Acknowledgements