BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//IMSA//Conference programme//EN
CALSCALE:GREGORIAN
METHOD:PUBLISH
X-WR-CALNAME:IMSA 2027
X-WR-TIMEZONE:Africa/Cairo
BEGIN:VEVENT
UID:0-0-20260711T053000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T053000Z
DTEND:20260711T063000Z
SUMMARY:Registration & Welcome Coffee · IMSA 2027
DESCRIPTION:SSB Building foyer
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-1-20260711T063000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T063000Z
DTEND:20260711T073000Z
SUMMARY:Opening Session · IMSA 2027
DESCRIPTION:Prof. Ali Elbastawissy · Prof. Nader Elbokle · IEEE Represe
 ntative · Mama Nawal
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-2-20260711T073000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T073000Z
DTEND:20260711T080000Z
SUMMARY:Keynote — Prof. Samhaa Elbeltagy · IMSA 2027
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-3-20260711T080000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T080000Z
DTEND:20260711T083000Z
SUMMARY:Break · IMSA 2027
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-6-20260711T083000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T083000Z
DTEND:20260711T103000Z
SUMMARY:Session 1 · IMSA 2027
DESCRIPTION:Chair: Walaa Ashmawy\nCo-Chair: Ali Khater\n• 11:30 AM Tri-
 fusion CNN-based Models with Attention for MRI Brain Tumor Classificatio
 n — Mohammed Ammar\; Erfan Nada\; Ebtesam E. Shemis\n• 11:50 AM MASF
 : A Multi-Model Adaptive Selection Framework for Abstractive Text Summar
 ization — Ahmed Alansary\; Ali Hamdi\n• 12:10 PM Severity-Aware Curr
 iculum Learning with Multi-Model Response Selection for Medical Text Gen
 eration — Ahmed Alansary\; Molham Mohamed\; Ali Hamdi\n• 12:30 PM Hy
 brid Neural Retrieval with Generative Query Refinement for Quranic Passa
 ge Retrieval — Mohamed Salman\; Mohammad Emad\; Ali Hamdi\n• 12:50 P
 M A Self-Consistency-Based Reranking for Narrative Question Answering 
 — Molham Mohamed\; Ali Hamdi\n• 01:10 PM Improving Answer Extraction
  in Context-based Question Answering Systems Using LLMs — Hafez Abdelg
 haffar\; Ahmed Alansary\; Ali Hamdi
LOCATION:Room C111\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-7-20260711T083000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T083000Z
DTEND:20260711T103000Z
SUMMARY:Session 2 · IMSA 2027
DESCRIPTION:Chair: Mohammed Elzawawy\nCo-Chair: Mai Mahmoud Hassan\n• 1
 1:30 AM An Adaptive Feature-Aware Feed-Forward Neural Network for Intell
 igent Network Intrusion Detection — Sultan Alotaibi\; Waleed Alsulaite
 en\; Ammar Mohammed\n• 11:50 AM D-MRSS: Two-Stage Reputation and Anoma
 ly Defense for Blockchain-Based Federated Learning — Ahmed Yasser\; Me
 rvat Kamel\; Marwa Khalil\; Mai Saeed\; Zeinab Hassan\n• 12:10 PM Real
 -Time Machine Learning Based Jamming Detection for SDR-Based V2V Communi
 cation — Istiak Mahmud\; Shadman Rahman Doha\; Prakash Ranganathan\; A
 hmed Abdelhadi\n• 12:30 PM A Multilayer Integrated Framework for Conti
 nuous Third-Party Cyber Risk Governance — Ahmed Khalil\; Heba Aslan\n
 • 12:50 PM Comparative Analysis of TCP Congestion Control Algorithms: 
 RENO\, CUBIC\, and BBR — Osamah Redhwan\; Ahmed bahig\; Ahmed El-Shamy
 \n• 01:10 PM Explainable Machine Learning for Financial Fraud Detectio
 n: Cybersecurity Forensics with Auditing and Risk Analytics — Maytham 
 Mosa Jnkeer\; Muna Yousif Enad Adil Basheer Dhahir Dukhkhan\; Ahmed Abba
 s Jasim Al-Hchaimi\; Siraj Razooqi Abbas\; Yousif Muhsen
LOCATION:Room C112\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-8-20260711T083000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T083000Z
DTEND:20260711T103000Z
SUMMARY:Session 3 · IMSA 2027
DESCRIPTION:Chair: Ahmed Sedeek\nCo-Chair: Rabab Nabawy\n• 11:30 AM PUL
 SE: Personal Ubiquitous Life Sensing for ECG Classification System Using
  AI-Driven Analytics — Amel Mohamed\; Germeen Tharwat\; Yara Tarek\; A
 bdelrahman Mohamed\; Zeiad Osama\; Ahmed Ibrahim\; Fatma Youssef\; Moaz 
 Mohamed\n• 11:50 AM DeepHealth-Sync: A Scalable Offline-First EHR Syst
 em with Asynchronous SQLite-to-MongoDB Synchronization — Antonious Isa
 ac\; Yahya Mahmoud\; Mazen Ebrahim\; Rabab Nabawy\n• 12:10 PM Hybrid T
 ime-Series Forecasting of CO2 Emissions: The Philippines and Global Cont
 ext — Alma Christie Reyna\; Jessa Hambre\; Ralph Aran Cabañero\; Anto
 nio Piloton Jr.\; Malakit Ram\; Rhoderick Malangsa\n• 12:30 PM Evoluti
 on of ARIMA and Hybrid ARIMA Models in Time Series Forecasting — Perfe
 cto Ruaya\, Jr.\; Jessa Hambre\; Antonio Jr. Piloton\; Ralph Aran Cabañ
 ero\; Czarina Ancella Gabi\; Malakit Ram\n• 12:50 PM Forecasting Globa
 l and Philippine Oil Consumption Using ARIMA\, Prophet\, Exponential Smo
 othing — Jovie Gallera\; Jessa Hambre\; Antonio Jr. Piloton\; Ghandi G
 alila\; Malakit Ram\; Rhoderick Malangsa\n• 01:10 PM Sensitivity Analy
 sis of Mixtures of Support Vector Machine Experts to Data Quality Issues
  — Taiwo Omomule\; Andries Engelbrecht
LOCATION:Room D117\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-9-20260711T083000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T083000Z
DTEND:20260711T103000Z
SUMMARY:Session 4 · IMSA 2027
DESCRIPTION:Chair: Ashraf Abdelraouf\nCo-Chair: Mohamed Amir\n• 11:30 A
 M Decoding Recommendation Decisions Using Explainable AI — Maha Sayed\
 n• 11:50 AM Banana Crops Leaf Diseases Classification Using a Novel CB
 AM Based Model — Taha Mahmoud Al-Naimi\; Saif M. BAlsabti\; Raid gaib\
 ; Harpal singh\; Ali Elhenidy\; Ammar sh. Ahmed\n• 12:10 PM Power Line
  Defect Detection Based on YOLOv13 — Sari Khdhaer Mukhlif\; Hasan Salm
 an Hamad\; Hanan jabbar abdulkareem\; Rajaa Daami resen\; Hassan Muayad 
 Ibrahim\; Ali Elhenidy\n• 12:30 PM Balanced Speech Emotion Recognition
  for Edge and Cloud: A Practical Accuracy-Efficiency Tradeoff — Yousse
 f Afifi\; Ahmed Elabd\; Ammar Mohammed\; Farah Darwish\n• 12:50 PM A C
 omparison of Digital and Photonic RNS-Based Neural Network Accelerators 
 — Nada Mowafi\; Salwa Abdelhafiz\; Noha Gamal\; Ahmed Radwan\n• 01:1
 0 PM KidsGuard: A Wearable Patch and IoT-Enabled Mobile Health Platform 
 for Pediatric Vital Monitoring — soha Mohamed\; Essra El-Hamshary\; Ar
 wa Ayman Dahy\; Naira Ahmed Hassan\; Rowan Awad Hamdy\; Retage Hossam Al
 din\; Hana Hisham Abdelkarim\; Amira Elkhouly
LOCATION:Room C116\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-10-20260711T083000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T083000Z
DTEND:20260711T103000Z
SUMMARY:Session 5 · IMSA 2027
DESCRIPTION:Chair: Fatma Emara\nCo-Chair: Wael Gomaa\n• 11:30 AM Hybrid
  Sparse-Dense RAG for Citation-Grounded Legal QA Over SCOTUS Case Law 
 — Abdalla Omar\; Ahmed Sharaf\; Samar Mahmoud\n• 11:50 AM ANTIDOTE: 
 Improving Generalization and Robustness of Task-Aware Information Retrie
 val — Omar ibrahim\; Mariam Matar\; Ayman Khalafallah\; Nagwa El-Makky
 \n• 12:10 PM Automatic Model Selection and Sign-Aware Multiplicative S
 entiment Modulation for Algorithmic Trading — Mohamed El Molla\; Moham
 ed Atef\; Yahia Abdelmonaem\; Raghda E. Ali\n• 12:30 PM A Multi-Compon
 ent Framework for Safe Mental Health Chatbots — Ahmed Hatem\; Alia Gud
 a\; Ahmed Khattab\; Noof Abdelhady\; Yassin Bedeir\; Raghda Ali\n• 12:
 50 PM Cascading Post-OCR Error Correction for Historical Arabic — Mara
 m Attia\; Marwan Torki\; Ayman Khalafallah
LOCATION:Room C117\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-11-20260711T103000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T103000Z
DTEND:20260711T110000Z
SUMMARY:Lunch Break · IMSA 2027
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-13-20260711T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T110000Z
DTEND:20260711T130000Z
SUMMARY:Session 6 · IMSA 2027
DESCRIPTION:Chair: Amany Abdo\nCo-Chair: Ali Hamdi\n• 02:00 PM Design a
 nd Implementation of a Multi-Threaded TCP Port Scanner with Performance 
 Analysis — Mohamed Mannaa\n• 02:20 PM MediDiagnose: An Explainable A
 I-Powered Clinical Decision Support System — Youssef Sayed\; Nermin Ne
 geid\; Ali Hassanein\n• 02:40 PM Educational System For Children With 
 Autism Spectrum Disorder — naden mohamed\; hanan tarek\; Marwa Solyman
 \n• 03:00 PM ArchiGen: An LLM-Augmented Framework for Automated Genera
 tion of Software Solution Blueprint Documents — Dr. Mohammed Megahed\n
 • 03:20 PM Empirical Evaluation of Large Language Models and Transform
 er Models for Requirements Classification — Hadeel Elsherbeiny\; Ehab 
 Ezzat\; Ali Zidane\; Ammar Mohammed\n• 03:40 PM Proactive Ensemble ML 
 Autoscaling for Cloud-Native Microservices — Ahmed El-Darawi\; Ahmed S
 haaban\; moamen zaher\; Ammar Mohammed
LOCATION:Room C111\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-14-20260711T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T110000Z
DTEND:20260711T124000Z
SUMMARY:Session 7 · IMSA 2027
DESCRIPTION:Chair: Hossam Mekway\nCo-Chair: Ali Somiee\n• 02:00 PM The 
 Role of Chatbot-AI and Digital Interactions on E-Commerce Customer Loyal
 ty among Generation Y — Alvin Alvin\; Erlangga Rizky Nugroho\; Frenky 
 kwee\; Yulia Ery Kurniawati\n• 02:20 PM Enhancing Human Machine Intera
 ction in Electric Bus Cyber Physical Systems — Vijeet Gahlawat\; Ali A
 idibe\; Soumaya Yacout\n• 02:40 PM Predicting Student Performance Usin
 g Multi-Modal Behavioral Features — Mohamed Ali\; Andrew Talaat\; Ayma
 n Ezzat\n• 03:00 PM Padel-Vision: A Tangible HCI System for Skill-Adap
 tive Coaching — Shahd Morsy\; Mostafa Essam\; Yahya Mahmoud\; Antoniou
 s Heshmat\; Farah Darwish\; Ayman Ezzat\n• 03:20 PM Design and Impleme
 ntation of an AI Agent-Driven Block-Based Platform for Full-Stack Web De
 velopment — Soha Mohamed\; Assem Ayman Abdelwahab\; Merna Ahmed Saad\;
  Ali Ahmed Hamdy\; Ahmed Fawzy Yahya\; Nada Amr Mohamed
LOCATION:Room C112\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-15-20260711T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T110000Z
DTEND:20260711T130000Z
SUMMARY:Session 8 · IMSA 2027
DESCRIPTION:Chair: Abdelaziz Ahmed\nCo-Chair: Ahmed Elshamy\n• 02:00 PM
  Supervised Mixture-of-Experts with Deep Neural Network Routing via Rein
 forcement Learning — Youssef Abdulghany\; Ayad Zewail\; Ahmed El-Shamy
 \n• 02:20 PM A Crypto-Agile Proxy Architecture for Hybrid Classical an
 d Post-Quantum Secure Communication — Shahd Tamer\n• 02:40 PM Post-Q
 uantum Cryptographic Framework for Critical Infrastructure Protection 
 — Wael Badawy\n• 03:00 PM A Hybrid Machine Learning Framework for Re
 al-Time Cyber Attack Classification in SOCs — Mina Ernest\; Mena Nabil
 \; Mazen Ebrahim\; Hesham Mansour
LOCATION:Room D117\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-16-20260711T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T110000Z
DTEND:20260711T130000Z
SUMMARY:Session 9 · IMSA 2027
DESCRIPTION:Chair: Amr Ghoniem\nCo-Chair: Nehal Ali\n• 02:00 PM Antimic
 robial Resistance Prediction in Salmonella enterica Using Frequency Chao
 s Game Representation and ResNet-18 — Salma Fayed\; Saifelden Ismail\n
 • 02:20 PM Explainable Alzheimer's Disease Classification from Brain M
 RI — Hassan Fouad\; Gehad Ismail Sayed\n• 02:40 PM A Pretrained CNN-
 Transformer Gated Fusion Architecture for Ovarian Cancer Histological Su
 btype — Ahmed Sameh\; Gehad Ismail Sayed\n• 03:00 PM A Deep Learning
  Based Framework Using Multidimensional Feature Fusion for Cardiovascula
 r Disease Classification — Hossam Rashad\; Gehad Ismail Sayed\n• 03:
 20 PM A Vision Transformer-Based Model for Skin Disease Classification 
 — Mohamed Abdalla\; Gehad Ismail Sayed\n• 03:40 PM Multi-Label Ocula
 r Disease Recognition Using Vision Transformers on the ODIR-5K Dataset 
 — Abdullah Abu El Azm\; Gehad Ismail Sayed
LOCATION:Room C116\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:0-17-20260711T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260711T110000Z
DTEND:20260711T132000Z
SUMMARY:Session 10 · IMSA 2027
DESCRIPTION:Chair: Iman Helal\nCo-Chair: Amr Elmaghraby\n• 02:00 PM A H
 ybrid Ensemble Framework for Daily Transaction Volume Forecasting in Tel
 ecom Networks — Mohamed Tharwat\; Eshraq Saeed\n• 02:20 PM AutoPrepA
 I: Explainable Multi-Agent Data Preprocessing — Nada Gamal\; Hassan Sh
 erif\; Mahmoud Ayman\; Zinab Mohamed\; Maryam Hossam\; Mohammad El-Ramly
 \n• 02:40 PM Intelligent Network Intrusion Detection Using Hybrid Mach
 ine Learning and Deep Learning Models — Heba Allam\; Abdul-Hadi Nabih 
 Ahmed\; Reda A. El-Khoribi\; Abeer I. Zidan\n• 03:00 PM KURA: Plant Le
 af Disease Detection Using EfficientNet — tarek mansour\; waseem shafe
 k\; Samar Mahmoud\; hanan tarek\n• 03:20 PM Real-Time Sentiment Analys
 is and Stock Movement Prediction for Financial Markets — Toka Nabil\; 
 Sama zaky\; Sara Yosry\; Yomna Eid\; Walaa Medhat\n• 03:40 PM Pipeline
 -Aware Optimization for Real-Time 3D MRI Volume Rendering Using OpenGL 
 — Khaled Ahmed\; Abdelrahman Nabil\; Tamer Nassef
LOCATION:Room C117\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-0-20260712T060000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T060000Z
DTEND:20260712T063000Z
SUMMARY:Registration · IMSA 2027
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-1-20260712T063000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T063000Z
DTEND:20260712T070000Z
SUMMARY:Keynote — Prof. Mohamed El Namaki · IMSA 2027
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-2-20260712T070000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T070000Z
DTEND:20260712T073000Z
SUMMARY:Keynote — Dr. Mohsin Bilal · IMSA 2027
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-3-20260712T073000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T073000Z
DTEND:20260712T080000Z
SUMMARY:Break · IMSA 2027
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-6-20260712T080000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T080000Z
DTEND:20260712T102000Z
SUMMARY:Session 11 · IMSA 2027
DESCRIPTION:Chair: Ensaf Hussein\nCo-Chair: Nermin Kamal\n• 11:00 AM Ba
 lancing Reliability and Efficiency: Multi-Agent Design Patterns in Healt
 hcare — Meshary AlMutairi\; Faisal AlRefaei\; Mobark AlYousef\; Amamr 
 Mohammed\n• 11:20 AM Design and Development of an Automated Photovolta
 ic-Powered Irrigation System — HADIDI ABDELKADER\; Djamel SABA\; Moura
 d GAHGAH\; Mohammed Choukri KORTI\; Ahmed YOUCEF\; Mostefa KHELAFI\n• 
 11:40 AM A Lightweight CNN for Pleural Effusion Localisation and Multi-C
 lass Chest X-Ray Classification — Priyanshi Kumari\; Razia Sulthana Ab
 dul Kareem\n• 12:00 PM Renal Failure Detection Using Transformers — 
 Karam karam\; fady naguib\; Habiba Elkashef\; Zeinab Abd El haliem\n• 
 12:20 PM A Proof-of-Concept Physio-Digital Twin for Stress-Aware Shared 
 Micro-Mobility — SYED SHAH\n• 12:40 PM Spectrogram-Based CNN Feature
  Optimisation for Acoustic Detection of Wind Turbine Blade Damage — Ba
 seer Ahmed\; Jia Wang\n• 01:00 PM An AI-Driven Network Forensics Frame
 work for Financial Fraud Detection in Banking Systems — Zahraa Naji Ob
 aid\; Saja Hussyn\; Omar Adeeb Qassim\; Ali A. Abdulsaeed\; Siraj Razooq
 i Abbas\; ahmed al-hchaimi
LOCATION:Room C111\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-7-20260712T080000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T080000Z
DTEND:20260712T104000Z
SUMMARY:Session 12 · IMSA 2027
DESCRIPTION:Chair: Mefreh Ahmed\nCo-Chair: Maha Hatem\n• 11:00 AM Autom
 ated AI-Based Detection and Classification of Dental Implants and Caries
  — Sara Hossam\; Mennatallah Nabawy\; Farah Darwish\; Mai Hassan\n• 
 11:20 AM Deep Learning-Based Detection and 3D Visualization of Dental Ca
 ries in CBCT Scans Using U-Net — Maram Ismail\; Mazen Ebrahim\; Mohamm
 ed Saad\; Tamer Nassef\n• 11:40 AM Bridging the Generalization Gap: Mu
 lti-Modal Hybrid R-ViT Architecture for mHealth Breast Cancer Screening 
 — menna rashad\; Raghda Abd El-Razek\; Marwa Solayman\n• 12:00 PM Co
 ntext-Aware Deep Learning Segmentation of Multiple Myeloma Cells via Com
 bined Mask Preprocessing — Ashraf Alatawi\; Ammar Mohammed\n• 12:20 
 PM Ensemble-Based Machine Learning for Drug-Induced Autoimmunity Predict
 ion Using Molecular Descriptors — Mohammed Fouda\; Abdullah Sabor\; Am
 mar Mohmmed\n• 12:40 PM Re-evaluating EEG-Based ADHD Classification: I
 mpact of Subject-Level Validation — Nour Hamouda\; nada ahmed\; Nermin
  Kamal\; Farah Darwish\; Hanan Tarek\n• 01:00 PM Beyond Perplexity: Ch
 eckpoint Selection for PG-19 Story Generation with Progressive Transform
 er Expansion — Kareem Salah\; Samar Mahmoud\; Mazen Ebrahim\n• 01:20
  PM Augmenting Memory and Independence in Alzheimer's Patients: AI-Power
 ed Wearable and Mobile App Framework — Malak Ahmed\; Abdalla Wagih\; Y
 oussef Sharabas\; Reem Kadry\; Zeinab Abd El Haliem
LOCATION:Room C112\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-8-20260712T080000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T080000Z
DTEND:20260712T100000Z
SUMMARY:Session 13 · IMSA 2027
DESCRIPTION:Chair: Ahmed Mansour\nCo-Chair: Ebtesam Elhosseiny\n• 11:00
  AM A Multimodal Pipeline for Screen-Aware Interactive Learning with Vis
 ion Grounding\, Speech Interaction\, LLM Integration — Youssef Khalaf\
 ; Mostafa Abdelrady\; Rabab Nabawy\n• 11:20 AM Fire Detection Using YO
 LOv11: A Comparative Study on Efficiency and Accuracy — hanan khairy\n
 • 11:40 AM Time-to-Flashover Prediction of High-Voltage Outdoor Insula
 tors Using Transformer-Based Modeling — Malak Allam\; Khaled Shaban\; 
 Ali Hamdi\n• 12:00 PM Adaptive Camouflage Intelligence Framework Using
  Frequency-Spatial Attention and Multi-Task Deep Learning — Safa Elask
 ary\; Tamer Nassef\n• 12:20 PM SkyFuseNet: A Cross-Attention Swin Tran
 sformer-Based Model for PM2.5 Estimation — Mohamed Saleh\; Gehad Ismai
 l Sayed\n• 12:40 PM C2SMOT: Domain-Adaptive UAV Multi-Object Tracking 
 via Selective Segmentation — Abdelrahman Abdelfattah\; Ali Hamdi
LOCATION:Room D117\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-9-20260712T080000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T080000Z
DTEND:20260712T100000Z
SUMMARY:Session 14 · IMSA 2027
DESCRIPTION:Chair: Shaira Azzab\nCo-Chair: Moataz Samy\n• 11:00 AM A Li
 ghtweight-based Transformer Model for Detecting Phishing E-mails — Asm
 aa moahmed\; Asmaa Adb elaziz Elkholy\; Shimaa Osman\n• 11:20 AM Memor
 y-Augmented Mixture-of-Facet-Experts with Cross-Attention for Personalit
 y-Aware Emotional Support Dialogue — Menna Elgabry\; Ali Hamdi\n• 11
 :40 AM Arabic Depression Detection From Social Media Text Using an Ensem
 ble of Transformer Classifiers — Pierre Bouls\; Hazem Abdelhamed\n• 
 12:00 PM A Transformer-Based Framework for Automated Generation of Use C
 ase\, Sequence\, and Class Diagrams — Belal Hany\; Mohamed Labib\n• 
 12:20 PM An End-to-End Arabic Text Correction Framework: Character-Level
  Transformers and Pre-trained AraBART — Mohamed Soltan\; Abdelmonem Ha
 tem\; Mohamed Taha\; Youssef Khalaf\n• 12:40 PM SmartFix-AI: Integrati
 ng Multi-Domain Predictive Maintenance into a Dual-Platform Home Service
  Marketplace Using Ensemble Anomaly Detection — Shahd abdelkader\; Zei
 na ayman\; Moataz Samy\; Ibrahim Ali
LOCATION:Room C116\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-10-20260712T080000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T080000Z
DTEND:20260712T094000Z
SUMMARY:Session 15 · IMSA 2027
DESCRIPTION:Chair: Mostafa Ezzat\nCo-Chair: Eman Abo lhamd Abdelhamed\n
 • 11:00 AM TAFD: A Temporal Arabic Fatwa Dataset for Modeling Recurrin
 g Islamic Questions — Maryam Mohammed\; Reda Zayed\; Mostafa Abdulkare
 em\; Mustafa A. Elattar\; Ensaf Hussein Mohamed\n• 11:20 AM Smart Arab
 ic Speech Therapy: An AI-Powered Platform for Speech-Language Pathology 
 Assessment — Mohamed Taha\; Abdelmonem Hatem\; Maha Hatem\; Reem Kadry
 \n• 11:40 AM AIMA: An Autonomous Multi-Agent AI System for End-to-End 
 Instagram Content Strategy — Reman Sewilam\n• 12:00 PM Enhancing Cyb
 erbullying Detection via Fusion of Contextual\, Sentiment\, and Emotiona
 l Features — Yousef Ashraf\; Mohammad Emad\; Ali Hamdi\n• 12:20 PM S
 elective Layer-wise Post-Training Editing for Improved Mathematical Reas
 oning in LLMs — Mohamed Ehab\; Ali Hamdi
LOCATION:Room C117\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-11-20260712T100000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T100000Z
DTEND:20260712T110000Z
SUMMARY:Lunch Break · IMSA 2027
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-13-20260712T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T110000Z
DTEND:20260712T132000Z
SUMMARY:Session 16 · IMSA 2027
DESCRIPTION:Chair: Rabab Farouk\nCo-Chair: Samar Adel\n• 02:00 PM A Hyb
 rid LSTM-XGBoost Framework for Multi-Horizon Stock Return Prediction —
  Seifeldin M\; Yahia Eltouny\; Farah Darwish\; Marwa Solayman\n• 02:20
  PM Comparing Dominant-Emotion Aggregation Methods for Facial Expression
  Recognition — Ahmed Elabd\; Youssef Afifi\; Farah Darwish\; Ammar Moh
 ammed\n• 02:40 PM Horus Eye: Adaptive Scheduling and Context-Aware Pri
 oritization for Real-Time Multi-Threat Surveillance — Mark Sherif\; Yo
 ussef Bashir\; Ahmed El Shamy\; Reem Kadry\n• 03:00 PM Efficient Human
  Activity Recognition Using Magnitude-Enhanced Statistical Features and 
 Extra Trees Ensemble — Mohamed Mohamed\; Ahmed ELShamy\; Youssef Moham
 med\; Hafez Abdelghaffar\; Abdelrahman Ahmed\; Yousif Osama\n• 03:20 P
 M A Multi-Output Arabic Medical Question Answering Framework with Semant
 ic Consistency Constraints — Zeyad Deraz\n• 03:40 PM Design and Impl
 ementation of a Multimodal Sentence-Building Game Using Tangible Markers
  and Hand Gestures — Anas Sabry\; Alaa Zaki\; Yousef Mahmoud\; Karim A
 bo Alazm\; Sarah Hussein\; Ayman Atia\n• 04:00 PM Automatic Stroke-Typ
 e and Quality Classification for Competitive Swimming Using a Single Wri
 st-Mounted IMU — Khaled Amr\; Omar Samh\; Farah Darwish\; Ayman Atia
LOCATION:Room C111\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-14-20260712T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T110000Z
DTEND:20260712T130000Z
SUMMARY:Session 17 · IMSA 2027
DESCRIPTION:Chair: Sherif Aboelenin\nCo-Chair: Abdallah Ramadan Fawzy\n
 • 02:00 PM 50mm Wearable Software Defined Radio and Heterogeneous Comp
 ute Platform — Youssef Hesham\; Eslam Osama\; Mai Hassan\n• 02:20 PM
  Advancing Crane Dynamics: Hybrid Fuzzy Controller for Enhanced Motion a
 nd Position Control — Sherif Abdelmaksoud\; Mohammed Al-Mola\; Sherif 
 Alhosary\n• 02:40 PM Online Path Planning and Robust Trajectory Tracki
 ng Control for Autonomous Tracked Mobile Robots — Abubakr Ahmed\; Ehab
  Said\; Amr Roshdy\; Mohamed Kamel\n• 03:00 PM Pareto-Optimal Feature 
 Selection: A Three-Stage Hybrid GSK-Autoencoder Approach — Shereen El-
 Feky\; Ammar Mohammed\; Ihab El-Khodary\; Ali Khater\; Doaa Saleh\n• 0
 3:20 PM AutoPipelineAI: Context-Aware CI/CD Pipeline Generation from Nat
 ural Language — Khlood Hassan\n• 03:40 PM A Digital Twin-Inspired Si
 mulation Platform with Grounded LLM Advisory for SME Pre-Investment Deci
 sion Support — Mohamed Haroun\; Emad Wael\; Hanaa Abdelkader\; Ahmed E
 lShamy
LOCATION:Room C112\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-15-20260712T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T110000Z
DTEND:20260712T124000Z
SUMMARY:Session 18 · IMSA 2027
DESCRIPTION:Chair: Abdelaziz Ahmed\nCo-Chair: Marwa Soliman\n• 02:00 PM
  KinematicMOT: Zero-Shot UAV Multi-Object Tracking via Lost-Track Resurr
 ection and Identity Preservation — Abdelrahman Abdelfattah\; Mohammad 
 E. Moftah\; Ali Hamdi\n• 02:20 PM Motion-Adaptive Frame Selection for 
 Surveillance Video Classification Across CNNs\, Transformers\, and Visio
 n Mamba — Mohamed Soltan\; Shahd Ahmed\; Moamen Zaher\; Ammar Mohammed
 \n• 02:40 PM Enhancing Assistive Scene Description for Visually Impair
 ed Users via Vision-Language Model Fine-Tuning — Alaa Morsy\; Mariam H
 amed\; Samar Mahmoud\; Abdelrahman Nagib\n• 03:00 PM Two-Stage Curricu
 lum Training for Arabic Handwritten Text Recognition — Amina Selim\; P
 ola Qulta\; Marwan Torki\; Ayman Khalaf Allah\n• 03:20 PM Structural P
 reservation Governs Data Augmentation in Deep Learning-Based Laser Speck
 le Material Classification — Mohamed Salem\; Nourhan Diab
LOCATION:Room D117\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-16-20260712T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T110000Z
DTEND:20260712T130000Z
SUMMARY:Session 19 · IMSA 2027
DESCRIPTION:Chair: Nermin Hamza\nCo-Chair: Yasmin Farouk\n• 02:00 PM A 
 GIS-Aware Deployment-Optimized Wireless Sensor Network for Early Forest 
 Fire Detection — Mohamed Mohamed\; Hafez Abdelghaffar\; Youssef Mohamm
 ed\; Yousif Osama\; Abdelrahman Ahmed\; Ahmed Mohamed\n• 02:20 PM Cros
 s-Architecture Knowledge Distillation for Efficient Autoencoder-Based In
 trusion Detection — Ahmed ELShamy\; youssef ehab8\; ayad ahmed\n• 02
 :40 PM Enhancing Evasive Malware Detection Using Supervised Contrastive 
 Learning and Online Adversarial Training — Salma AboZaid\n• 03:00 PM
  Improving Cyber Threat Intelligence Analysis Using Supervised Machine L
 earning Models — Noura Abdullah\; Eid Emary\; Mahmoud Attaallah\n• 0
 3:20 PM PhishScore: An Interpretable Multi-Source Phishing Detection Fra
 mework with Adaptive Risk Scoring — Safi Al Shiha\n• 03:40 PM An LLM
 -Augmented SIEM Architecture for Automated Incident Handling — Mohamed
  ELSAGHER
LOCATION:Room C116\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-17-20260712T110000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T110000Z
DTEND:20260712T134000Z
SUMMARY:Session 20 · IMSA 2027
DESCRIPTION:Chair: Farid Ali\nCo-Chair: Raghda Essam\n• 02:00 PM ALZ-Fo
 resight: Toward Multimodal Alzheimer Modeling using a Leakage-Safe Multi
 -Table ADNI Pipeline — Ibrahim Labib\; Islam Abdelmotaleb\; Shahd Kaza
 n\; Raghda E. Ali\n• 02:20 PM Arabic Medical Question Answering Using 
 LoRA-Based Ensemble Classification and Contrastive Retrieval — Mohamed
  Younes\; Abdalla Farghally\n• 02:40 PM Fusion of ECG and EMG Signals 
 for Non-EEG Based Epileptic Seizure Detection Using Deep Learning — Na
 da Diab\n• 03:00 PM Use of Deep Learning for Egyptian Crop Disease Det
 ection — Nada Mostafa\; Mariam Moataz\; Mai Hassan\; Marwa Solayman\n
 • 03:20 PM A Hybrid Deep Learning and Network Forensics Approach for R
 eal-Time Fraud Detection — Ali A. Abdulsaeed\; Muntadher Basim\; ahmed
  al-hchaimi\; Mushtaq Yousif Alhasnawi\; Saif Ali Abd Alradha Alsaidi\; 
 Siraj Razooqi Abbas\n• 03:40 PM An Adaptive Feature-Aware Feed-Forward
  Neural Network for Intelligent Network Intrusion Detection — Sultan A
 lotaibi\; Waleed Alsulaiteen\; Ammar Mohammed\n• 04:00 PM Efficient Lo
 RA Fine-Tuning of Lightweight LLMs for Sentiment Classification — Moha
 mmed Alkhowaiter\; Mohammed Ammar\n• 04:20 PM VSP-TSM: A Hybrid Vision
  Transformer with Adaptive Temporal Shift for Efficient Video Action Rec
 ognition — Farid Mousa\; Noha Yehia\; Ayat Mahmoud
LOCATION:Room C117\, 6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
BEGIN:VEVENT
UID:1-18-20260712T130000Z@imsa.msa.edu.eg
DTSTAMP:20261115T005814Z
DTSTART:20260712T130000Z
DTEND:20260712T134500Z
SUMMARY:Closing Ceremony · IMSA 2027
LOCATION:6th of October City\, Egypt
URL:https://imsa.msa.edu.eg/programme
END:VEVENT
END:VCALENDAR