---
title: "IMSA 2025 — accepted papers — Elamur Research"
description: "IMSA 2025 — accepted papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2025/"
---
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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.

[**136** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2025/#works) · [**3** citations of these works](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2025/#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 ↗](https://doi.org/10.1109/imsa65733.2025.11166841)**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 ↗](https://doi.org/10.1109/imsa65733.2025.11167077)**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 ↗](https://doi.org/10.1109/imsa65733.2025.11167683)**Anas Refaat Sabry, Karim Mohamed Abo Alazm, Mohamed N. Saad et al.*4 citations*
4. **[Unreliable Annotation Detection with Similarity Graph in Cervical Cytology ↗](https://doi.org/10.1109/imsa65733.2025.11166957)**Yasuhiro Iida, Bojan Mrazovac, Yasuo Ishigure et al.*3 citations*
5. **[An Agentic Flow for Finite State Machine Extraction using Prompt Chaining ↗](https://doi.org/10.1109/imsa65733.2025.11166906)**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 ↗](https://doi.org/10.1109/imsa65733.2025.11167711)**Raya Aldawoud, Ammar Mohammed*2 citations*
7. **[Enhancing Legal Document Understanding and Analysis Using Retriever-Augmented Generation (RAG) ↗](https://doi.org/10.1109/imsa65733.2025.11167628)**Mahmoud Ahmed Abdelsabour, Wael Hassan Gomaa*2 citations*
8. **[LLMOps-Driven Robotic Process Automation Approach ↗](https://doi.org/10.1109/imsa65733.2025.11167061)**Osama Hosam Abdellatif, Ahmed Ayman, Ali Hamdi*2 citations*
9. **[MSA University Campus Indoor Navigation and positioning System Using Augmented Reality ↗](https://doi.org/10.1109/imsa65733.2025.11167115)**Aly Elghayesh, Hosam I. Mekawey*2 citations*
10. **[Machine Learning for Used Car Price Prediction in the Egyptian Market ↗](https://doi.org/10.1109/imsa65733.2025.11167636)**Mohamed Fawzy Elkholy, Mohamed Adel Motea, Amal Mahmoud*2 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 ↗](https://doi.org/10.1109/imsa65733.2025.11166841)**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 ↗](https://doi.org/10.1109/imsa65733.2025.11167077)**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 ↗](https://doi.org/10.1109/imsa65733.2025.11167683)**Anas Refaat Sabry, Karim Mohamed Abo Alazm, Mohamed N. Saad et al.*4 citations*
4. **[Unreliable Annotation Detection with Similarity Graph in Cervical Cytology ↗](https://doi.org/10.1109/imsa65733.2025.11166957)**Yasuhiro Iida, Bojan Mrazovac, Yasuo Ishigure et al.*3 citations*
5. **[An Agentic Flow for Finite State Machine Extraction using Prompt Chaining ↗](https://doi.org/10.1109/imsa65733.2025.11166906)**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 ↗](https://doi.org/10.1109/imsa65733.2025.11167711)**Raya Aldawoud, Ammar Mohammed*2 citations*
7. **[Enhancing Legal Document Understanding and Analysis Using Retriever-Augmented Generation (RAG) ↗](https://doi.org/10.1109/imsa65733.2025.11167628)**Mahmoud Ahmed Abdelsabour, Wael Hassan Gomaa*2 citations*
8. **[LLMOps-Driven Robotic Process Automation Approach ↗](https://doi.org/10.1109/imsa65733.2025.11167061)**Osama Hosam Abdellatif, Ahmed Ayman, Ali Hamdi*2 citations*
9. **[MSA University Campus Indoor Navigation and positioning System Using Augmented Reality ↗](https://doi.org/10.1109/imsa65733.2025.11167115)**Aly Elghayesh, Hosam I. Mekawey*2 citations*
10. **[Machine Learning for Used Car Price Prediction in the Egyptian Market ↗](https://doi.org/10.1109/imsa65733.2025.11167636)**Mohamed Fawzy Elkholy, Mohamed Adel Motea, Amal Mahmoud*2 citations*
11. **[Towards Transparent and Robust Early Diagnosis of Alzheimer’s Disease: A Deep Learning and Visual Analytics Framework ↗](https://doi.org/10.1109/imsa65733.2025.11167773)**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 ↗](https://doi.org/10.1109/imsa65733.2025.11167441)**Momen Hesham, Hisham Ahmed, Mohamed Labib Borham*2 citations*
13. **[3D Brain Tumor Segmentation using U-Net: Integrating Deep Learning and Mixed Reality for Medical Imaging and Education ↗](https://doi.org/10.1109/imsa65733.2025.11167635)**Amr Khaled, Ahmed Mounir, Zeinab Abd El Haliem Taha*1 citation*
14. **[A Novel MRI Image Enhancement Pipeline for Alzheimer's Staging via Grad-Cam-Integrated CNN and KNN Based Patch-Level Attention ↗](https://doi.org/10.1109/imsa65733.2025.11167839)**Youssef E. Abdulghany, Mohamed N. Saad, Tamer M. Nassef*1 citation*
15. **[AI Virtual Gym Trainer: Using deep Learning for Real-Time Exercise Guidance and Form Correction ↗](https://doi.org/10.1109/imsa65733.2025.11167265)**John Medhat, Zeinab Abd El Haliem Taha*1 citation*
16. **[Adaptive Urban Pathfinding Using Deep Learning and Heuristic Optimization ↗](https://doi.org/10.1109/imsa65733.2025.11166837)**Mohamed Hussein Abo El–Ela, Ali Hamdi*1 citation*
17. **[An AI-Based Framework for Detection of Toxicity Levels from Oil and Gas Flaring from Video Streams ↗](https://doi.org/10.1109/imsa65733.2025.11166877)**Esraa Ramadan, Yomna M.I. Hassan, Amal Aboulhassan*1 citation*
18. **[An Enhanced Filter-based approach for Feature Selection ↗](https://doi.org/10.1109/imsa65733.2025.11167724)**Mohammed Ammar Mohammed, Shereen Fathy El-Feky*1 citation*
19. **[Arabic Dialect Classification using RNNs, Transformers, and Large Language Models: A Comparative Analysis ↗](https://doi.org/10.1109/imsa65733.2025.11167859)**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 ↗](https://doi.org/10.1109/imsa65733.2025.11167654)**Alaa A. Mahmoud, Mahmoud Aymen Ahmed, Ahmed A. Hafez*1 citation*
21. **[Balancing Efficiency and Accuracy: A Comparative Analysis of LSTM and RoBERTa for Explainable Hate Speech Detection on HateXplain ↗](https://doi.org/10.1109/imsa65733.2025.11166959)**Amr Khaled, Ahmed Mounir, John Medhat et al.*1 citation*
22. **[Cashflow AI: An Intelligent Financial Management System for Small Businesses and Retailers ↗](https://doi.org/10.1109/imsa65733.2025.11167229)**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 ↗](https://doi.org/10.1109/imsa65733.2025.11167818)**Abdelrahman Ghareib, Hamza Ghareib, Asmaa M. Al-Emrany et al.*1 citation*
24. **[Comparative Evaluation of Modular Deep Learning Pipelines for Student Engagement Detection ↗](https://doi.org/10.1109/imsa65733.2025.11166923)**Mohamed Ali Salem, Abdallah Mohamed, Mohamed Shehata*1 citation*
25. **[Comparative Study on Test Case generation using Generative AI ↗](https://doi.org/10.1109/imsa65733.2025.11166964)**Adham Azzam, Omar Hany, Hesham Mansour*1 citation*

[See all 136 papers in IMSA 2025 — accepted papers →](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2025/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 LLMs](https://md.research.elamur.ai/free/en/papers/basem-2025-few-shot-prompting-extractive-quranic/) [Intelligent Methods, Systems, and Applications (IMSA)](https://md.research.elamur.ai/free/en/venues/intelligent-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)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Question answering (1)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Ali Hamdi**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/ali-hamdi/) · [🧑‍🔬**Ammar Mohammed**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/ammar-mohammed/)

## Top institutions

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

[🎓**October University of Modern Sciences and Arts** Cairo · Egypt 1 work here](https://md.research.elamur.ai/free/en/universities/october-university-of-modern-sciences-and-arts/)

works and citations from OpenAlex and our library.

- [← previous IMSA 2023](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/2023/)
- [↑ back to IMSA](https://md.research.elamur.ai/free/en/venues/intelligent-methods-systems-and-applications-imsa/)