IMSA 2025: all accepted papers
- Predicting Employee Attrition Using Machine Learning Approaches ↗Ghaida M. Alharbi, Hanan M. Alharthi, Nouf K. Alharthi et al.6 citations
- Comparative Analysis of Ant Colony Optimization and Google OR-Tools for Solving the Open Capacitated Vehicle Routing Problem in Logistics ↗Assem Omar, Youssef Omar, Marwa Solayman et al.4 citations
- Comparative Analysis of Traditional Machine Learning and Deep Learning Techniques for Brain Tumor Identification in MRI Data ↗Anas Refaat Sabry, Karim Mohamed Abo Alazm, Mohamed N. Saad et al.4 citations
- Unreliable Annotation Detection with Similarity Graph in Cervical Cytology ↗Yasuhiro Iida, Bojan Mrazovac, Yasuo Ishigure et al.3 citations
- An Agentic Flow for Finite State Machine Extraction using Prompt Chaining ↗Fares Wael, Youssef Maklad, Ali Hamdi et al.2 citations
- Deep Transfer Learning with Ensemble Models for Skin Disease Classification: A Case Study on Melanoma and Eczema ↗Raya Aldawoud, Ammar Mohammed2 citations
- Enhancing Legal Document Understanding and Analysis Using Retriever-Augmented Generation (RAG) ↗Mahmoud Ahmed Abdelsabour, Wael Hassan Gomaa2 citations
- LLMOps-Driven Robotic Process Automation Approach ↗Osama Hosam Abdellatif, Ahmed Ayman, Ali Hamdi2 citations
- MSA University Campus Indoor Navigation and positioning System Using Augmented Reality ↗Aly Elghayesh, Hosam I. Mekawey2 citations
- Machine Learning for Used Car Price Prediction in the Egyptian Market ↗Mohamed Fawzy Elkholy, Mohamed Adel Motea, Amal Mahmoud2 citations
- Towards Transparent and Robust Early Diagnosis of Alzheimer’s Disease: A Deep Learning and Visual Analytics Framework ↗Soha Ahmed Mohamed, Mahetab Adel Abd El Malek Abu Resha, Marwan Gamal Hassan et al.2 citations
- Used Car Price Prediction and Classification Using Machine Learning Approaches ↗Momen Hesham, Hisham Ahmed, Mohamed Labib Borham2 citations
- 3D Brain Tumor Segmentation using U-Net: Integrating Deep Learning and Mixed Reality for Medical Imaging and Education ↗Amr Khaled, Ahmed Mounir, Zeinab Abd El Haliem Taha1 citation
- A Novel MRI Image Enhancement Pipeline for Alzheimer's Staging via Grad-Cam-Integrated CNN and KNN Based Patch-Level Attention ↗Youssef E. Abdulghany, Mohamed N. Saad, Tamer M. Nassef1 citation
- AI Virtual Gym Trainer: Using deep Learning for Real-Time Exercise Guidance and Form Correction ↗John Medhat, Zeinab Abd El Haliem Taha1 citation
- Adaptive Urban Pathfinding Using Deep Learning and Heuristic Optimization ↗Mohamed Hussein Abo El–Ela, Ali Hamdi1 citation
- An AI-Based Framework for Detection of Toxicity Levels from Oil and Gas Flaring from Video Streams ↗Esraa Ramadan, Yomna M.I. Hassan, Amal Aboulhassan1 citation
- An Enhanced Filter-based approach for Feature Selection ↗Mohammed Ammar Mohammed, Shereen Fathy El-Feky1 citation
- Arabic Dialect Classification using RNNs, Transformers, and Large Language Models: A Comparative Analysis ↗Omar A. Essameldin, Ali O. Elbeih, Wael Hassan Gomaa et al.1 citation
- Artificial Intelligence Based Multiport Converter For Seamless Integration Of Hybrid Energy Sources ↗Alaa A. Mahmoud, Mahmoud Aymen Ahmed, Ahmed A. Hafez1 citation
- Balancing Efficiency and Accuracy: A Comparative Analysis of LSTM and RoBERTa for Explainable Hate Speech Detection on HateXplain ↗Amr Khaled, Ahmed Mounir, John Medhat et al.1 citation
- Cashflow AI: An Intelligent Financial Management System for Small Businesses and Retailers ↗Ziad Mohamed Abdelazim, Abdelrahman Mohamed Saeid, Malak Sayed Ahmed et al.1 citation
- Classification of Kyphosis Rehabilitation Exercises Using MediaPipe and Hybrid CNN-RNN Architecture ↗Abdelrahman Ghareib, Hamza Ghareib, Asmaa M. Al-Emrany et al.1 citation
- Comparative Evaluation of Modular Deep Learning Pipelines for Student Engagement Detection ↗Mohamed Ali Salem, Abdallah Mohamed, Mohamed Shehata1 citation
- Comparative Study on Test Case generation using Generative AI ↗Adham Azzam, Omar Hany, Hesham Mansour1 citation
- Comparing Transformer-Based Log Anomaly Detection With LLM Explainability In CI/CD Pipelines ↗Qasem Magdi Al-Aqrabi, Hatem Magdi Al-Aqrabi, Marwa M. Solayman1 citation
- Deep Learning for Microscopic Image Segmentation in Multiple Myeloma: A Comparative Study ↗Ashraf Hany, Ammar Mohammed1 citation
- Deep Learning-Based Classification of Anterior Pelvic Tilt Rehabilitation Exercises Using RGB Video and Pose Estimation ↗Abdulrahman Abdelrahim, Youssef Ahmed, Asmaa M. Al-Emrany et al.1 citation
- Deep Learning-Based Multi-Class Diagnosis of Lung Diseases from Chest X-Ray Images ↗Reem Ramadan, Raghda Essam Ali, Marwa M. Solayman1 citation
- Deep Learning-Based Segmentation of Periapical and Periodontal Regions in Radiographic Images with U-Net ↗Mohamed Mostafa Rezk, Zeinab Abd Elhalim Taha, Lamya El Fadaly1 citation
- Developing Hexapod Locomotion Through Reinforcement Learning ↗Muhammad Taha, Ahmed Badawy, M. Hegazy1 citation
- ECG Stress Detection Leveraging Deep Learning Techniques ↗Hanin Hossam, Rofida Tamer, Mariam Mohsen et al.1 citation
- Enhanced Deepfake Detection Using Customized Residual Network Architectures and Cross-Dataset Evaluation ↗Abdelrahman M. Hamza, Abdullah Ayman, Samar Mahmoud1 citation
- Enhancing Inertial Measurement Unit Based Posture and Motion Estimation through Multi-Modal Training Using Video Posture Detection Models ↗Misk Abdalla, Mohamed Ashour1 citation
- Enhancing Tomato Leaf Disease Detection with Deep Learning and Augmentation Techniques ↗Shahd Tarek, Ali Hamdi1 citation
- Few-Shot Prompting for Extractive Quranic QA with Instruction-Tuned LLMsMohamed Basem, Islam Oshallah, Ali Hamdi et al.1 citation · our summary
- Financial Risk Prediction Using Multiple Machine Learning And Deep Learning Techniques ↗Mohamed Adel, Badr Hamada, Marwa Solayman et al.1 citation
- Find my phish: phishing detection browser extension using deep learning methods by merging datasets ↗Sandy Khaled Ali, Wael Farouk Elsersy1 citation
- FireModelAI: A Smart Framework for Fire Detection, Localization, and Classification Indoors ↗Мohamed Othman, Ahmed Ayoub1 citation
- Multi-Omics-Based Subtyping of Ovarian Cancer Using Deep Learning and SVM Classification ↗Ereeny Hozain, Eman Badr1 citation
- Multimodal Fusion of Wearable and Vision Data: Exploring Early and Model Fusion for Human Activity Understanding ↗Saifeldin Naeim, Ahmed Hussein, George Nageub et al.1 citation
- Real-Time Violence Detection Across Domains: Evaluating Model Robustness in Varied Surveillance Contexts ↗Mariam Ahmed Khorshid, Ganna Essam Aly, Maryam Ahmed Elabd et al.1 citation
- Reducing Mean Time To Respond Using Large Language Model-Driven Incident Response with the Aid of Reactively Retrieved Threat Intelligence ↗Ayad Zewail, Youssef Abdulghany, Moataz Samy1 citation
- Smart Review Analyzer: A Multiplatform AI System for Aspect-Based Sentiment Analysis on E-Commerce Products ↗Soha Ahmed Mohamed, Abdelrahman Mostafa Ibrahem Hemdan, Shaheen Ahmed et al.1 citation
- Smart System for Monitoring Student Behavior ↗Armia Salah, Ahmed Taha, Ahmed ElShamy1 citation
- Universal Medical Imaging Model for Domain Generalization with Data Privacy ↗Ahmed Radwan, Islam I. Osman, Mohamed Shehata1 citation
- Vision-Based System for Tennis Stroke and Error Classification ↗Shahd Ahmed, Ayman Atia1 citation
- A Comprehensive Intelligent System for Classifying Dysarthric-speech Using Ai Technics ↗Noor Mamdouh Ali Elghouti, Shahd Mohamed Fathy Elhadad, Wael Farouk Elsersy
- A Hybrid Multi-scale and Attention Mechanism Approach for Pothole Image Classification: A Comparative Study ↗Rawan AboAsal, Salma Montasser, Ali Abdelwahab et al.
- A Transformer-Driven Bilingual Approach to Arabic Text Summarization ↗Mohamed Abu Bakr, Mohammed Hany, Abdelhakim Osama et al.
- AI Based Bootstrapping Method for Uncertainty Management in RUL Estimation of Aircraft Turbofan Engines ↗Reem Ayman, Shahd Ashraf, Hatem Elattar
- AI-Based Examination Content Creation: Evaluating Large Language Models for Question Generation ↗Shahd Hassan Abdelhamied, Kenzy Khaled Antr, Cecilia Mohamed Abdellah et al.
- AI-Driven Clinical Decision Support for Personalized Musculoskeletal Care: A Retrieval-Augmented Generation Approach ↗Farah Tarek, Shahd Wael, Hesham Mansour
- AI-Driven Personalized Meal Recommendation System for Diabetes Management ↗Adham Elhendawy, Ahmed M. Hesham, Maha Abdelmohsen
- AI-Driven Smart Compound System for Secure Access and Intelligent Parking Management ↗Shady Magdy Elsaid, Kenzy Tamer Refaat, Mohamed Labib Borham
- Advancing Quranic Semantics: BERT-Based Verse Relationship Classification ↗Youssef Khalaf, Mohamed Soltan, Mohamed Ahmed et al.
- Advancing Zebrafish Behavioral Analysis: A Synergistic YOLOv8-DeepSORT Framework for Precision Tracking ↗Haidy Aboud, Hanan Tarek, Ayman Atia
- An Explainable AI (XAI) Approach to Assessing the Significance of Color in Object Detection ↗Mohamed Dawoud, Mohamed Ashour, Nour Idris et al.
- Analyzing Test Case Prioritization approaches With Performance and Speed Trade-Offs in CI Workflows ↗A. Fanous Nader, Marwa M. Solayman
- Arabic Symptom Classification and Diagnosis Using Transformer Models and LLM-Based Augmentation ↗Seifeldein Ahmed, Abdulrahman Allam, Ali Hamdi et al.
- Assessing the Impact of Extreme Weather on Infrastructure Resilience ↗SaifEldeen Abdelmohsen, Islam Atwan, Eyad Elsanory et al.
- Automated Diagnosis of Dental Conditions in Panoramic X-Rays with Ensemble Deep Learning Models ↗Mohamed Gamal, Aya Essam, Ayman Atia
- Chaos-Informed 1D CNNs for Gait Dynamics Classification ↗Shadi Eltanani, Tjeerd V. olde Scheper
- Clustering Trajectories For Rats Movements Using Unsupervised Learning ↗Farouk Ayman, Ayman Atia
- Deep Boltzmann Wavelet Neural Network to detect changing in dynamic system ↗Hadeer Yousry, Hussein A. H. Salem, Mohamed Kholief et al.
- Deformation Prediction of Ground Radar Based on GRUU-Net With Attention Mechanism Model ↗Islam Helmy, Mohamed Ismail, Andreas Schenk et al.
- Downlink Throughput Prediction In Cellular Networks Using Multimodal Deep Learning Model ↗Mohamed Tharwat Waheed, Ahmed K. F. Khattab, Yasmine A. H. Fahmy
- Drone-Based Face Detection and Collision Avoidance Framework ↗Mostafa Farwiz, Mohamed A. Sabry, Mohamed Hamed et al.
- Dual-Path LSTM and Cross-Attention Network for Richer Image Captioning ↗Abdelrahman Ezzeldin Nagib, Mohamed Mahmoud Abd El-Wahab, Ali Khater Mohamed et al.
- Dynamic Scene Understanding from Dashcam Videos using YOLO Detection, Monocular Depth Estimation, and Attention-Based Autoencoders ↗Daniel Magdy, Ahmed AbdelRaouf, Samar Adel
- Empathetic AI for Mental Health: A Comparative Study of Retrieval-Augmented Language Models in CBT Applications ↗Ahmed Yahia, Mohamed Bakry, Nada Radwan et al.
- Enhancing Automated Prostate Cancer Diagnosis in Histopathology Whole-Slide Images using Weighted-Average Ensembling ↗Mahmoud Mohammed, Mamdouh Farouk, Khaled F. Hussain et al.
- Enhancing Energy Sustainability and Operational Efficiency of Ammonia Production using Machine Learning ↗Mohamed Salah, Muhammad El-Gharbawy, Ammar Mohammed
- Enhancing Planogram Compliance in Retail Stores through an Image Processing System ↗İrem Uçal Sarı, Ayse Oncu, Duygu Beril Karabulut
- Enhancing Sequence-Only PPI Site Predictors: Integrating Attention Modules and Imbalance-Aware Training in a CNN Platform ↗Mahmoud Elsamadony, Mohamed Saif-Eldeen, Ahmed Elsaadani et al.
- Ensemble Transformers for Arabic Medical Text Classification ↗Malak Mohamed, Rokaia Emad, Ali Hamdi
- Evaluating Stroke Risk with Single-Modality Learning: Machine Learning on Clinical Records vs. Deep Learning on Brain Scans ↗Asem Shaltout, Fady Magdy, Raghda Essam Ali et al.
- Exploring the Power of Multimodal Fusion Strategies for Fake News Detection: A Comparative Analysis of Basic and Advanced Approaches ↗Noha A. Saad Eldien, Wael Hassan Gomaa, Khaled Tawfik Wassif et al.
- Forecasting Egyptian Stock Market Trends: A Comparative Framework Using Machine Learning, Time Series Analysis, and Deep Learning ↗Omnia Elrashidy, Khaled Mohammed Fouad, Ensaf Hussein Mohamed
- From Artifact to Text: A Novel Deep Learning Approach for Ancient Egyptian Language Processing ↗Ahmed El-Taher, Shahira Shaaban Azab, Ammar Mohammed
- From Formal Models to Learned Dynamics: a Continuous Petri Net–Neural Network Framework for Liver Iron Metabolism ↗Arwa Z. Selim, Amr Ismail, A. A. Salama et al.
- From LSTM to Chronos: Evaluating Deep Learning Models for Predictive Maintenance ↗Fatima Khadija Benzine, Samia Beldjoudi, Abdallah Benzine et al.
- Generating Novel Protein Sequences with Self-Supervised Learning ↗Sayantan Paul, Wojciech Maciej Karlowski, Hani Z. Girgis
- Harnessing Deep Learning and CGANs for Accurate Detection of Abnormal Driver Behaviors Using Skeleton Keypoints ↗Mazen Ebrahim, Enjy Ramadan, Hossam Ahmed et al.
- Health-Aware Path Planning Using Environmental Data and Sequential Prediction Models for Asthma Management ↗Nada Ayman, Shaimaa Alaa, A. Hamdi
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