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IMSA 2025 — accepted papers

IMSA 2025 is the 2025 edition of the Intelligent Methods, Systems, and Applications (IMSA). OpenAlex lists 136 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

 136papers in the proceedings 1work in our library 3citations of these works

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. Predicting Employee Attrition Using Machine Learning Approaches ↗Ghaida M. Alharbi, Hanan M. Alharthi, Nouf K. Alharthi et al.6 citations
  2. 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
  3. 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
  4. Unreliable Annotation Detection with Similarity Graph in Cervical Cytology ↗Yasuhiro Iida, Bojan Mrazovac, Yasuo Ishigure et al.3 citations
  5. An Agentic Flow for Finite State Machine Extraction using Prompt Chaining ↗Fares Wael, Youssef Maklad, Ali Hamdi et al.2 citations
  6. Deep Transfer Learning with Ensemble Models for Skin Disease Classification: A Case Study on Melanoma and Eczema ↗Raya Aldawoud, Ammar Mohammed2 citations
  7. Enhancing Legal Document Understanding and Analysis Using Retriever-Augmented Generation (RAG) ↗Mahmoud Ahmed Abdelsabour, Wael Hassan Gomaa2 citations
  8. LLMOps-Driven Robotic Process Automation Approach ↗Osama Hosam Abdellatif, Ahmed Ayman, Ali Hamdi2 citations
  9. MSA University Campus Indoor Navigation and positioning System Using Augmented Reality ↗Aly Elghayesh, Hosam I. Mekawey2 citations
  10. Machine Learning for Used Car Price Prediction in the Egyptian Market ↗Mohamed Fawzy Elkholy, Mohamed Adel Motea, Amal Mahmoud2 citations

All accepted papers (136)

The most cited first; 1 with our summary link to their page here, the others to the original.

  1. Predicting Employee Attrition Using Machine Learning Approaches ↗Ghaida M. Alharbi, Hanan M. Alharthi, Nouf K. Alharthi et al.6 citations
  2. 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
  3. 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
  4. Unreliable Annotation Detection with Similarity Graph in Cervical Cytology ↗Yasuhiro Iida, Bojan Mrazovac, Yasuo Ishigure et al.3 citations
  5. An Agentic Flow for Finite State Machine Extraction using Prompt Chaining ↗Fares Wael, Youssef Maklad, Ali Hamdi et al.2 citations
  6. Deep Transfer Learning with Ensemble Models for Skin Disease Classification: A Case Study on Melanoma and Eczema ↗Raya Aldawoud, Ammar Mohammed2 citations
  7. Enhancing Legal Document Understanding and Analysis Using Retriever-Augmented Generation (RAG) ↗Mahmoud Ahmed Abdelsabour, Wael Hassan Gomaa2 citations
  8. LLMOps-Driven Robotic Process Automation Approach ↗Osama Hosam Abdellatif, Ahmed Ayman, Ali Hamdi2 citations
  9. MSA University Campus Indoor Navigation and positioning System Using Augmented Reality ↗Aly Elghayesh, Hosam I. Mekawey2 citations
  10. Machine Learning for Used Car Price Prediction in the Egyptian Market ↗Mohamed Fawzy Elkholy, Mohamed Adel Motea, Amal Mahmoud2 citations
  11. 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
  12. Used Car Price Prediction and Classification Using Machine Learning Approaches ↗Momen Hesham, Hisham Ahmed, Mohamed Labib Borham2 citations
  13. 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
  14. 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
  15. AI Virtual Gym Trainer: Using deep Learning for Real-Time Exercise Guidance and Form Correction ↗John Medhat, Zeinab Abd El Haliem Taha1 citation
  16. Adaptive Urban Pathfinding Using Deep Learning and Heuristic Optimization ↗Mohamed Hussein Abo El–Ela, Ali Hamdi1 citation
  17. 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
  18. An Enhanced Filter-based approach for Feature Selection ↗Mohammed Ammar Mohammed, Shereen Fathy El-Feky1 citation
  19. 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
  20. Artificial Intelligence Based Multiport Converter For Seamless Integration Of Hybrid Energy Sources ↗Alaa A. Mahmoud, Mahmoud Aymen Ahmed, Ahmed A. Hafez1 citation
  21. 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
  22. 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
  23. Classification of Kyphosis Rehabilitation Exercises Using MediaPipe and Hybrid CNN-RNN Architecture ↗Abdelrahman Ghareib, Hamza Ghareib, Asmaa M. Al-Emrany et al.1 citation
  24. Comparative Evaluation of Modular Deep Learning Pipelines for Student Engagement Detection ↗Mohamed Ali Salem, Abdallah Mohamed, Mohamed Shehata1 citation
  25. Comparative Study on Test Case generation using Generative AI ↗Adham Azzam, Omar Hany, Hesham Mansour1 citation

See all 136 papers in IMSA 2025 — accepted papers →

 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

  1. Few-Shot Prompting for Extractive Quranic QA with Instruction-Tuned LLMsIntelligent Methods, Systems, and Applications (IMSA)Mohamed Basem, Islam Oshallah, Ali Hamdi, et al.2025 · 3 citations

 Top topics

Topics of its works in our library, with the number of works on each.

Language models & pretraining (1)Question answering (1)Semitic languages (1)

 Fields

Arts and Humanities (1)Computer Science (1)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Ali Hamdi1 work here · 3 citations🧑‍🔬Ammar Mohammed1 work here · 3 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓October University of Modern Sciences and ArtsCairo · Egypt1 work here

works and citations from OpenAlex and our library.

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