IMSA 2026· 11–12 July 2026· 6th of October City, Egypt
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Faculty of Computer Science, MSA University
IMSA2026
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Programme

Keynotes and 119 papers across 20 parallel sessions over two days. Each oral presentation runs 15 minutes plus 5 minutes of Q&A. Times are local (Cairo, EEST).

Download Full Agenda (PDF) →
08:30 – 09:30
Registration & Welcome Coffee
SSB Building foyer
Break
09:30 – 10:30
Opening Session
Prof. Ali Elbastawissy · Prof. Nader Elbokle · IEEE Representative · Mama Nawal
Ceremony
10:30 – 11:00
Keynote — Prof. Samhaa Elbeltagy
Keynote
11:00 – 11:30
Break
Break
Parallel Sessions · 11:30 AM – 01:30 PM
Day 1 · Online Sessions
Join Zoom Meeting
https://us06web.zoom.us/j/86544844210
Session 1 ROOM C111
Chair: Walaa Ashmawy · Co-Chair: Ali Khater
11:30 AM – 01:30 PM
#82
Tri-fusion CNN-based Models with Attention for MRI Brain Tumor Classification
Mohammed Ammar; Erfan Nada; Ebtesam E. Shemis
11:30 AM
On Campus
#43
MASF: A Multi-Model Adaptive Selection Framework for Abstractive Text Summarization
Ahmed Alansary; Ali Hamdi
11:50 AM
On Campus
#72
Severity-Aware Curriculum Learning with Multi-Model Response Selection for Medical Text Generation
Ahmed Alansary; Molham Mohamed; Ali Hamdi
12:10 PM
On Campus
#166
Hybrid Neural Retrieval with Generative Query Refinement for Quranic Passage Retrieval
Mohamed Salman; Mohammad Emad; Ali Hamdi
12:30 PM
On Campus
#77
A Self-Consistency-Based Reranking for Narrative Question Answering
Molham Mohamed; Ali Hamdi
12:50 PM
On Campus
#135
Improving Answer Extraction in Context-based Question Answering Systems Using LLMs
Hafez Abdelghaffar; Ahmed Alansary; Ali Hamdi
01:10 PM
On Campus
Session 2 ROOM C112
Chair: Mohammed Elzawawy · Co-Chair: Mai Mahmoud Hassan
11:30 AM – 01:30 PM
#73
An Adaptive Feature-Aware Feed-Forward Neural Network for Intelligent Network Intrusion Detection
Sultan Alotaibi; Waleed Alsulaiteen; Ammar Mohammed
11:30 AM
On Campus
#142
D-MRSS: Two-Stage Reputation and Anomaly Defense for Blockchain-Based Federated Learning
Ahmed Yasser; Mervat Kamel; Marwa Khalil; Mai Saeed; Zeinab Hassan
11:50 AM
On Campus
#22
Real-Time Machine Learning Based Jamming Detection for SDR-Based V2V Communication
Istiak Mahmud; Shadman Rahman Doha; Prakash Ranganathan; Ahmed Abdelhadi
12:10 PM
On Campus
#57
A Multilayer Integrated Framework for Continuous Third-Party Cyber Risk Governance
Ahmed Khalil; Heba Aslan
12:30 PM
On Campus
#109
Comparative Analysis of TCP Congestion Control Algorithms: RENO, CUBIC, and BBR
Osamah Redhwan; Ahmed bahig; Ahmed El-Shamy
12:50 PM
On Campus
#143
Explainable Machine Learning for Financial Fraud Detection: Cybersecurity Forensics with Auditing and Risk Analytics
Maytham Mosa Jnkeer; Muna Yousif Enad Adil Basheer Dhahir Dukhkhan; Ahmed Abbas Jasim Al-Hchaimi; Siraj Razooqi Abbas; Yousif Muhsen
01:10 PM
On Campus
Session 3 ROOM D117
Chair: Ahmed Sedeek · Co-Chair: Rabab Nabawy
11:30 AM – 01:30 PM
#184
PULSE: Personal Ubiquitous Life Sensing for ECG Classification System Using AI-Driven Analytics
Amel Mohamed; Germeen Tharwat; Yara Tarek; Abdelrahman Mohamed; Zeiad Osama; Ahmed Ibrahim; Fatma Youssef; Moaz Mohamed
11:30 AM
On Campus
#200
DeepHealth-Sync: A Scalable Offline-First EHR System with Asynchronous SQLite-to-MongoDB Synchronization
Antonious Isaac; Yahya Mahmoud; Mazen Ebrahim; Rabab Nabawy
11:50 AM
On Campus
#16
Hybrid Time-Series Forecasting of CO2 Emissions: The Philippines and Global Context
Alma Christie Reyna; Jessa Hambre; Ralph Aran Cabañero; Antonio Piloton Jr.; Malakit Ram; Rhoderick Malangsa
12:10 PM
Online
#17
Evolution of ARIMA and Hybrid ARIMA Models in Time Series Forecasting
Perfecto Ruaya, Jr.; Jessa Hambre; Antonio Jr. Piloton; Ralph Aran Cabañero; Czarina Ancella Gabi; Malakit Ram
12:30 PM
Online
#18
Forecasting Global and Philippine Oil Consumption Using ARIMA, Prophet, Exponential Smoothing
Jovie Gallera; Jessa Hambre; Antonio Jr. Piloton; Ghandi Galila; Malakit Ram; Rhoderick Malangsa
12:50 PM
Online
#20
Sensitivity Analysis of Mixtures of Support Vector Machine Experts to Data Quality Issues
Taiwo Omomule; Andries Engelbrecht
01:10 PM
On Campus
Session 4 ROOM C116
Chair: Ashraf Abdelraouf · Co-Chair: Mohamed Amir
11:30 AM – 01:30 PM
#14
Decoding Recommendation Decisions Using Explainable AI
Maha Sayed
11:30 AM
Online
#12
Banana Crops Leaf Diseases Classification Using a Novel CBAM Based Model
Taha Mahmoud Al-Naimi; Saif M. BAlsabti; Raid gaib; Harpal singh; Ali Elhenidy; Ammar sh. Ahmed
11:50 AM
On Campus
#32
Power Line Defect Detection Based on YOLOv13
Sari Khdhaer Mukhlif; Hasan Salman Hamad; Hanan jabbar abdulkareem; Rajaa Daami resen; Hassan Muayad Ibrahim; Ali Elhenidy
12:10 PM
On Campus
#108
Balanced Speech Emotion Recognition for Edge and Cloud: A Practical Accuracy-Efficiency Tradeoff
Youssef Afifi; Ahmed Elabd; Ammar Mohammed; Farah Darwish
12:30 PM
On Campus
#158
A Comparison of Digital and Photonic RNS-Based Neural Network Accelerators
Nada Mowafi; Salwa Abdelhafiz; Noha Gamal; Ahmed Radwan
12:50 PM
On Campus
#92
KidsGuard: A Wearable Patch and IoT-Enabled Mobile Health Platform for Pediatric Vital Monitoring
soha Mohamed; Essra El-Hamshary; Arwa Ayman Dahy; Naira Ahmed Hassan; Rowan Awad Hamdy; Retage Hossam Aldin; Hana Hisham Abdelkarim; Amira Elkhouly
01:10 PM
On Campus
Session 5 ROOM C117
Chair: Fatma Emara · Co-Chair: Wael Gomaa
11:30 AM – 01:30 PM
#64
Hybrid Sparse-Dense RAG for Citation-Grounded Legal QA Over SCOTUS Case Law
Abdalla Omar; Ahmed Sharaf; Samar Mahmoud
11:30 AM
On Campus
#78
ANTIDOTE: Improving Generalization and Robustness of Task-Aware Information Retrieval
Omar ibrahim; Mariam Matar; Ayman Khalafallah; Nagwa El-Makky
11:50 AM
On Campus
#168
Automatic Model Selection and Sign-Aware Multiplicative Sentiment Modulation for Algorithmic Trading
Mohamed El Molla; Mohamed Atef; Yahia Abdelmonaem; Raghda E. Ali
12:10 PM
On Campus
#199
A Multi-Component Framework for Safe Mental Health Chatbots
Ahmed Hatem; Alia Guda; Ahmed Khattab; Noof Abdelhady; Yassin Bedeir; Raghda Ali
12:30 PM
On Campus
#115
Cascading Post-OCR Error Correction for Historical Arabic
Maram Attia; Marwan Torki; Ayman Khalafallah
12:50 PM
On Campus
01:30 PM – 02:00 PM
Lunch Break
Parallel Sessions · 02:00 PM – 04:00 PM
Session 6 ROOM C111
Chair: Amany Abdo · Co-Chair: Ali Hamdi
02:00 PM – 04:00 PM
#183
Design and Implementation of a Multi-Threaded TCP Port Scanner with Performance Analysis
Mohamed Mannaa
02:00 PM
On Campus
#175
MediDiagnose: An Explainable AI-Powered Clinical Decision Support System
Youssef Sayed; Nermin Negeid; Ali Hassanein
02:20 PM
On Campus
#212
Educational System For Children With Autism Spectrum Disorder
naden mohamed; hanan tarek; Marwa Solyman
02:40 PM
On Campus
#15
ArchiGen: An LLM-Augmented Framework for Automated Generation of Software Solution Blueprint Documents
Dr. Mohammed Megahed
03:00 PM
On Campus
#152
Empirical Evaluation of Large Language Models and Transformer Models for Requirements Classification
Hadeel Elsherbeiny; Ehab Ezzat; Ali Zidane; Ammar Mohammed
03:20 PM
On Campus
#157
Proactive Ensemble ML Autoscaling for Cloud-Native Microservices
Ahmed El-Darawi; Ahmed Shaaban; moamen zaher; Ammar Mohammed
03:40 PM
On Campus
Session 7 ROOM C112
Chair: Hossam Mekway · Co-Chair: Ali Somiee
02:00 PM – 03:40 PM
#34
The Role of Chatbot-AI and Digital Interactions on E-Commerce Customer Loyalty among Generation Y
Alvin Alvin; Erlangga Rizky Nugroho; Frenky kwee; Yulia Ery Kurniawati
02:00 PM
Online
#47
Enhancing Human Machine Interaction in Electric Bus Cyber Physical Systems
Vijeet Gahlawat; Ali Aidibe; Soumaya Yacout
02:20 PM
Online
#102
Predicting Student Performance Using Multi-Modal Behavioral Features
Mohamed Ali; Andrew Talaat; Ayman Ezzat
02:40 PM
On Campus
#170
Padel-Vision: A Tangible HCI System for Skill-Adaptive Coaching
Shahd Morsy; Mostafa Essam; Yahya Mahmoud; Antonious Heshmat; Farah Darwish; Ayman Ezzat
03:00 PM
On Campus
#95
Design and Implementation of an AI Agent-Driven Block-Based Platform for Full-Stack Web Development
Soha Mohamed; Assem Ayman Abdelwahab; Merna Ahmed Saad; Ali Ahmed Hamdy; Ahmed Fawzy Yahya; Nada Amr Mohamed
03:20 PM
On Campus
Session 8 ROOM D117
Chair: Abdelaziz Ahmed · Co-Chair: Ahmed Elshamy
02:00 PM – 04:00 PM
#63
Supervised Mixture-of-Experts with Deep Neural Network Routing via Reinforcement Learning
Youssef Abdulghany; Ayad Zewail; Ahmed El-Shamy
02:00 PM
On Campus
#79
A Crypto-Agile Proxy Architecture for Hybrid Classical and Post-Quantum Secure Communication
Shahd Tamer
02:20 PM
On Campus
#112
Post-Quantum Cryptographic Framework for Critical Infrastructure Protection
Wael Badawy
02:40 PM
On Campus
#139
A Hybrid Machine Learning Framework for Real-Time Cyber Attack Classification in SOCs
Mina Ernest; Mena Nabil; Mazen Ebrahim; Hesham Mansour
03:00 PM
On Campus
Session 9 ROOM C116
Chair: Amr Ghoniem · Co-Chair: Nehal Ali
02:00 PM – 04:00 PM
#122
Antimicrobial Resistance Prediction in Salmonella enterica Using Frequency Chaos Game Representation and ResNet-18
Salma Fayed; Saifelden Ismail
02:00 PM
Online
#58
Explainable Alzheimer's Disease Classification from Brain MRI
Hassan Fouad; Gehad Ismail Sayed
02:20 PM
On Campus
#59
A Pretrained CNN-Transformer Gated Fusion Architecture for Ovarian Cancer Histological Subtype
Ahmed Sameh; Gehad Ismail Sayed
02:40 PM
On Campus
#61
A Deep Learning Based Framework Using Multidimensional Feature Fusion for Cardiovascular Disease Classification
Hossam Rashad; Gehad Ismail Sayed
03:00 PM
On Campus
#87
A Vision Transformer-Based Model for Skin Disease Classification
Mohamed Abdalla; Gehad Ismail Sayed
03:20 PM
On Campus
#94
Multi-Label Ocular Disease Recognition Using Vision Transformers on the ODIR-5K Dataset
Abdullah Abu El Azm; Gehad Ismail Sayed
03:40 PM
On Campus
Session 10 ROOM C117
Chair: Iman Helal · Co-Chair: Amr Elmaghraby
02:00 PM – 04:20 PM
#23
A Hybrid Ensemble Framework for Daily Transaction Volume Forecasting in Telecom Networks
Mohamed Tharwat; Eshraq Saeed
02:00 PM
Online
#173
AutoPrepAI: Explainable Multi-Agent Data Preprocessing
Nada Gamal; Hassan Sherif; Mahmoud Ayman; Zinab Mohamed; Maryam Hossam; Mohammad El-Ramly
02:20 PM
On Campus
#60
Intelligent Network Intrusion Detection Using Hybrid Machine Learning and Deep Learning Models
Heba Allam; Abdul-Hadi Nabih Ahmed; Reda A. El-Khoribi; Abeer I. Zidan
02:40 PM
Online
#156
KURA: Plant Leaf Disease Detection Using EfficientNet
tarek mansour; waseem shafek; Samar Mahmoud; hanan tarek
03:00 PM
Online
#91
Real-Time Sentiment Analysis and Stock Movement Prediction for Financial Markets
Toka Nabil; Sama zaky; Sara Yosry; Yomna Eid; Walaa Medhat
03:20 PM
Online
#193
Pipeline-Aware Optimization for Real-Time 3D MRI Volume Rendering Using OpenGL
Khaled Ahmed; Abdelrahman Nabil; Tamer Nassef
03:40 PM
Online
09:00 – 09:30
Registration
Break
09:30 – 10:00
Keynote — Prof. Mohamed El Namaki
Keynote
10:00 – 10:30
Keynote — Dr. Mohsin Bilal
Keynote
10:30 – 11:00
Break
Break
Parallel Sessions · 11:00 AM – 01:00 PM
Day 2 · Online Sessions
Join Zoom Meeting
https://us06web.zoom.us/j/89190569869
Session 11 ROOM C111
Chair: Ensaf Hussein · Co-Chair: Nermin Kamal
11:00 AM – 01:20 PM
#106
Balancing Reliability and Efficiency: Multi-Agent Design Patterns in Healthcare
Meshary AlMutairi; Faisal AlRefaei; Mobark AlYousef; Amamr Mohammed
11:00 AM
On Campus
#84
Design and Development of an Automated Photovoltaic-Powered Irrigation System
HADIDI ABDELKADER; Djamel SABA; Mourad GAHGAH; Mohammed Choukri KORTI; Ahmed YOUCEF; Mostefa KHELAFI
11:20 AM
On Campus
#227
A Lightweight CNN for Pleural Effusion Localisation and Multi-Class Chest X-Ray Classification
Priyanshi Kumari; Razia Sulthana Abdul Kareem
11:40 AM
On Campus
#197
Renal Failure Detection Using Transformers
Karam karam; fady naguib; Habiba Elkashef; Zeinab Abd El haliem
12:00 PM
On Campus
#29
A Proof-of-Concept Physio-Digital Twin for Stress-Aware Shared Micro-Mobility
SYED SHAH
12:20 PM
Online
#228
Spectrogram-Based CNN Feature Optimisation for Acoustic Detection of Wind Turbine Blade Damage
Baseer Ahmed; Jia Wang
12:40 PM
On Campus
#150
An AI-Driven Network Forensics Framework for Financial Fraud Detection in Banking Systems
Zahraa Naji Obaid; Saja Hussyn; Omar Adeeb Qassim; Ali A. Abdulsaeed; Siraj Razooqi Abbas; ahmed al-hchaimi
01:00 PM
Online
Session 12 ROOM C112
Chair: Mefreh Ahmed · Co-Chair: Maha Hatem
11:00 AM – 01:40 PM
#48
Automated AI-Based Detection and Classification of Dental Implants and Caries
Sara Hossam; Mennatallah Nabawy; Farah Darwish; Mai Hassan
11:00 AM
Online
#137
Deep Learning-Based Detection and 3D Visualization of Dental Caries in CBCT Scans Using U-Net
Maram Ismail; Mazen Ebrahim; Mohammed Saad; Tamer Nassef
11:20 AM
Online
#107
Bridging the Generalization Gap: Multi-Modal Hybrid R-ViT Architecture for mHealth Breast Cancer Screening
menna rashad; Raghda Abd El-Razek; Marwa Solayman
11:40 AM
Online
#218
Context-Aware Deep Learning Segmentation of Multiple Myeloma Cells via Combined Mask Preprocessing
Ashraf Alatawi; Ammar Mohammed
12:00 PM
Online
#86
Ensemble-Based Machine Learning for Drug-Induced Autoimmunity Prediction Using Molecular Descriptors
Mohammed Fouda; Abdullah Sabor; Ammar Mohmmed
12:20 PM
On Campus
#56
Re-evaluating EEG-Based ADHD Classification: Impact of Subject-Level Validation
Nour Hamouda; nada ahmed; Nermin Kamal; Farah Darwish; Hanan Tarek
12:40 PM
Online
#96
Beyond Perplexity: Checkpoint Selection for PG-19 Story Generation with Progressive Transformer Expansion
Kareem Salah; Samar Mahmoud; Mazen Ebrahim
01:00 PM
Online
#134
Augmenting Memory and Independence in Alzheimer's Patients: AI-Powered Wearable and Mobile App Framework
Malak Ahmed; Abdalla Wagih; Youssef Sharabas; Reem Kadry; Zeinab Abd El Haliem
01:20 PM
Online
Session 13 ROOM D117
Chair: Ahmed Mansour · Co-Chair: Ebtesam Elhosseiny
11:00 AM – 01:00 PM
#98
A Multimodal Pipeline for Screen-Aware Interactive Learning with Vision Grounding, Speech Interaction, LLM Integration
Youssef Khalaf; Mostafa Abdelrady; Rabab Nabawy
11:00 AM
On Campus
#10
Fire Detection Using YOLOv11: A Comparative Study on Efficiency and Accuracy
hanan khairy
11:20 AM
On Campus
#44
Time-to-Flashover Prediction of High-Voltage Outdoor Insulators Using Transformer-Based Modeling
Malak Allam; Khaled Shaban; Ali Hamdi
11:40 AM
On Campus
#213
Adaptive Camouflage Intelligence Framework Using Frequency-Spatial Attention and Multi-Task Deep Learning
Safa Elaskary; Tamer Nassef
12:00 PM
On Campus
#25
SkyFuseNet: A Cross-Attention Swin Transformer-Based Model for PM2.5 Estimation
Mohamed Saleh; Gehad Ismail Sayed
12:20 PM
On Campus
#88
C2SMOT: Domain-Adaptive UAV Multi-Object Tracking via Selective Segmentation
Abdelrahman Abdelfattah; Ali Hamdi
12:40 PM
On Campus
Session 14 ROOM C116
Chair: Shaira Azzab · Co-Chair: Moataz Samy
11:00 AM – 01:00 PM
#62
A Lightweight-based Transformer Model for Detecting Phishing E-mails
Asmaa moahmed; Asmaa Adb elaziz Elkholy; Shimaa Osman
11:00 AM
On Campus
#130
Memory-Augmented Mixture-of-Facet-Experts with Cross-Attention for Personality-Aware Emotional Support Dialogue
Menna Elgabry; Ali Hamdi
11:20 AM
On Campus
#165
Arabic Depression Detection From Social Media Text Using an Ensemble of Transformer Classifiers
Pierre Bouls; Hazem Abdelhamed
11:40 AM
On Campus
#219
A Transformer-Based Framework for Automated Generation of Use Case, Sequence, and Class Diagrams
Belal Hany; Mohamed Labib
12:00 PM
On Campus
#186
An End-to-End Arabic Text Correction Framework: Character-Level Transformers and Pre-trained AraBART
Mohamed Soltan; Abdelmonem Hatem; Mohamed Taha; Youssef Khalaf
12:20 PM
On Campus
#154
SmartFix-AI: Integrating Multi-Domain Predictive Maintenance into a Dual-Platform Home Service Marketplace Using Ensemble Anomaly Detection
Shahd abdelkader; Zeina ayman; Moataz Samy; Ibrahim Ali
12:40 PM
On Campus
Session 15 ROOM C117
Chair: Mostafa Ezzat · Co-Chair: Eman Abo lhamd Abdelhamed
11:00 AM – 12:40 PM
#204
TAFD: A Temporal Arabic Fatwa Dataset for Modeling Recurring Islamic Questions
Maryam Mohammed; Reda Zayed; Mostafa Abdulkareem; Mustafa A. Elattar; Ensaf Hussein Mohamed
11:00 AM
On Campus
#124
Smart Arabic Speech Therapy: An AI-Powered Platform for Speech-Language Pathology Assessment
Mohamed Taha; Abdelmonem Hatem; Maha Hatem; Reem Kadry
11:20 AM
On Campus
#129
AIMA: An Autonomous Multi-Agent AI System for End-to-End Instagram Content Strategy
Reman Sewilam
11:40 AM
On Campus
#138
Enhancing Cyberbullying Detection via Fusion of Contextual, Sentiment, and Emotional Features
Yousef Ashraf; Mohammad Emad; Ali Hamdi
12:00 PM
On Campus
#133
Selective Layer-wise Post-Training Editing for Improved Mathematical Reasoning in LLMs
Mohamed Ehab; Ali Hamdi
12:20 PM
On Campus
01:00 PM – 02:00 PM
Lunch Break
Parallel Sessions · 02:00 PM – 04:00 PM
Session 16 ROOM C111
Chair: Rabab Farouk · Co-Chair: Samar Adel
02:00 PM – 04:20 PM
#167
A Hybrid LSTM-XGBoost Framework for Multi-Horizon Stock Return Prediction
Seifeldin M; Yahia Eltouny; Farah Darwish; Marwa Solayman
02:00 PM
On Campus
#195
Comparing Dominant-Emotion Aggregation Methods for Facial Expression Recognition
Ahmed Elabd; Youssef Afifi; Farah Darwish; Ammar Mohammed
02:20 PM
On Campus
#136
Horus Eye: Adaptive Scheduling and Context-Aware Prioritization for Real-Time Multi-Threat Surveillance
Mark Sherif; Youssef Bashir; Ahmed El Shamy; Reem Kadry
02:40 PM
On Campus
#160
Efficient Human Activity Recognition Using Magnitude-Enhanced Statistical Features and Extra Trees Ensemble
Mohamed Mohamed; Ahmed ELShamy; Youssef Mohammed; Hafez Abdelghaffar; Abdelrahman Ahmed; Yousif Osama
03:00 PM
Online
#97
A Multi-Output Arabic Medical Question Answering Framework with Semantic Consistency Constraints
Zeyad Deraz
03:20 PM
On Campus
#169
Design and Implementation of a Multimodal Sentence-Building Game Using Tangible Markers and Hand Gestures
Anas Sabry; Alaa Zaki; Yousef Mahmoud; Karim Abo Alazm; Sarah Hussein; Ayman Atia
03:40 PM
Online
#190
Automatic Stroke-Type and Quality Classification for Competitive Swimming Using a Single Wrist-Mounted IMU
Khaled Amr; Omar Samh; Farah Darwish; Ayman Atia
04:00 PM
On Campus
Session 17 ROOM C112
Chair: Sherif Aboelenin · Co-Chair: Abdallah Ramadan Fawzy
02:00 PM – 04:00 PM
#53
50mm Wearable Software Defined Radio and Heterogeneous Compute Platform
Youssef Hesham; Eslam Osama; Mai Hassan
02:00 PM
On Campus
#189
Advancing Crane Dynamics: Hybrid Fuzzy Controller for Enhanced Motion and Position Control
Sherif Abdelmaksoud; Mohammed Al-Mola; Sherif Alhosary
02:20 PM
On Campus
#76
Online Path Planning and Robust Trajectory Tracking Control for Autonomous Tracked Mobile Robots
Abubakr Ahmed; Ehab Said; Amr Roshdy; Mohamed Kamel
02:40 PM
On Campus
#85
Pareto-Optimal Feature Selection: A Three-Stage Hybrid GSK-Autoencoder Approach
Shereen El-Feky; Ammar Mohammed; Ihab El-Khodary; Ali Khater; Doaa Saleh
03:00 PM
On Campus
#141
AutoPipelineAI: Context-Aware CI/CD Pipeline Generation from Natural Language
Khlood Hassan
03:20 PM
On Campus
#203
A Digital Twin-Inspired Simulation Platform with Grounded LLM Advisory for SME Pre-Investment Decision Support
Mohamed Haroun; Emad Wael; Hanaa Abdelkader; Ahmed ElShamy
03:40 PM
On Campus
Session 18 ROOM D117
Chair: Abdelaziz Ahmed · Co-Chair: Marwa Soliman
02:00 PM – 03:40 PM
#90
KinematicMOT: Zero-Shot UAV Multi-Object Tracking via Lost-Track Resurrection and Identity Preservation
Abdelrahman Abdelfattah; Mohammad E. Moftah; Ali Hamdi
02:00 PM
On Campus
#110
Motion-Adaptive Frame Selection for Surveillance Video Classification Across CNNs, Transformers, and Vision Mamba
Mohamed Soltan; Shahd Ahmed; Moamen Zaher; Ammar Mohammed
02:20 PM
On Campus
#127
Enhancing Assistive Scene Description for Visually Impaired Users via Vision-Language Model Fine-Tuning
Alaa Morsy; Mariam Hamed; Samar Mahmoud; Abdelrahman Nagib
02:40 PM
On Campus
#163
Two-Stage Curriculum Training for Arabic Handwritten Text Recognition
Amina Selim; Pola Qulta; Marwan Torki; Ayman Khalaf Allah
03:00 PM
On Campus
#174
Structural Preservation Governs Data Augmentation in Deep Learning-Based Laser Speckle Material Classification
Mohamed Salem; Nourhan Diab
03:20 PM
Online
Session 19 ROOM C116
Chair: Nermin Hamza · Co-Chair: Yasmin Farouk
02:00 PM – 04:00 PM
#159
A GIS-Aware Deployment-Optimized Wireless Sensor Network for Early Forest Fire Detection
Mohamed Mohamed; Hafez Abdelghaffar; Youssef Mohammed; Yousif Osama; Abdelrahman Ahmed; Ahmed Mohamed
02:00 PM
On Campus
#194
Cross-Architecture Knowledge Distillation for Efficient Autoencoder-Based Intrusion Detection
Ahmed ELShamy; youssef ehab8; ayad ahmed
02:20 PM
On Campus
#223
Enhancing Evasive Malware Detection Using Supervised Contrastive Learning and Online Adversarial Training
Salma AboZaid
02:40 PM
On Campus
#140
Improving Cyber Threat Intelligence Analysis Using Supervised Machine Learning Models
Noura Abdullah; Eid Emary; Mahmoud Attaallah
03:00 PM
Online
#70
PhishScore: An Interpretable Multi-Source Phishing Detection Framework with Adaptive Risk Scoring
Safi Al Shiha
03:20 PM
On Campus
#225
An LLM-Augmented SIEM Architecture for Automated Incident Handling
Mohamed ELSAGHER
03:40 PM
On Campus
Session 20 ROOM C117
Chair: Farid Ali · Co-Chair: Raghda Essam
02:00 PM – 04:40 PM
#182
ALZ-Foresight: Toward Multimodal Alzheimer Modeling using a Leakage-Safe Multi-Table ADNI Pipeline
Ibrahim Labib; Islam Abdelmotaleb; Shahd Kazan; Raghda E. Ali
02:00 PM
Online
#71
Arabic Medical Question Answering Using LoRA-Based Ensemble Classification and Contrastive Retrieval
Mohamed Younes; Abdalla Farghally
02:20 PM
Online
#105
Fusion of ECG and EMG Signals for Non-EEG Based Epileptic Seizure Detection Using Deep Learning
Nada Diab
02:40 PM
Online
#41
Use of Deep Learning for Egyptian Crop Disease Detection
Nada Mostafa; Mariam Moataz; Mai Hassan; Marwa Solayman
03:00 PM
Online
#146
A Hybrid Deep Learning and Network Forensics Approach for Real-Time Fraud Detection
Ali A. Abdulsaeed; Muntadher Basim; ahmed al-hchaimi; Mushtaq Yousif Alhasnawi; Saif Ali Abd Alradha Alsaidi; Siraj Razooqi Abbas
03:20 PM
On Campus
#73
An Adaptive Feature-Aware Feed-Forward Neural Network for Intelligent Network Intrusion Detection
Sultan Alotaibi; Waleed Alsulaiteen; Ammar Mohammed
03:40 PM
Online
#123
Efficient LoRA Fine-Tuning of Lightweight LLMs for Sentiment Classification
Mohammed Alkhowaiter; Mohammed Ammar
04:00 PM
Online
#177
VSP-TSM: A Hybrid Vision Transformer with Adaptive Temporal Shift for Efficient Video Action Recognition
Farid Mousa; Noha Yehia; Ayat Mahmoud
04:20 PM
Online
04:00 PM – 04:45 PM
Closing Ceremony
Ceremony