📰 IMSA 2023 — accepted papers

IMSA 2023 is the 2023 edition of the Intelligent Methods, Systems, and Applications (IMSA). OpenAlex lists 146 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.

Most cited papers

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

1. Early Breast Cancer Screening from Thermography via Deep Pre-Trained Edge Detection with Extreme Gradient Boosting ↗Shaimaa Gamal, Hanan Atef, Doaa Youssef et al.13 citations
2. Recurrent Neural Networks (RNNs) to improve EEG-based person identification ↗Youssef Mohamed, Ahmed M. Anter, Ahmed Bayoumy Zaky12 citations
3. A Beginner's Guide to Federated Learning ↗Gogulamudi Pradeep Reddy, Y. V. Pavan Kumar10 citations
4. A Framework for Assessing Physical Rehabilitation Exercises ↗Moamen Zaher, Ahmed Samir, Amr S. Ghoneim et al.9 citations
5. A Robust Ensemble Deep Learning Approach for Breast Cancer Diagnosis ↗Nadeen Amgad, Mariam Ahmed, Haidy Haitham et al.9 citations
6. Comparative Analysis of Pre-Trained CNN Architectures for Multi-Class Weather Classification: A Study on Deep Learning Techniques ↗Abdelrahman Ezzeldin Nagib, Habiba C. Mohamed, Abdelaziz Ashraf9 citations
7. Credit Scoring Using Machine Learning Algorithms and Blockchain Technology ↗Mariam Ossama Kotb9 citations
8. Deep Learning based Heart Diseases Detection using ResNet50 Architecture ↗Monali Gulhane, Sandeep Kumar9 citations
9. VARSew Benchmarking: A Visual Action Recognition on Garment Sewing using Various Deep learning models ↗Aly E. Fathy, Ahmed Hamza Asad, Ammar Mohammed9 citations
10. Convolutional Neural Networks Based Classification of Segmented Breast Ultrasound Images – A Comparative Preliminary Study ↗Mohammed Tarek GadAllah, Abd El–Naser A. Mohamed, Alaa A. Hefnawy et al.7 citations

All accepted papers (146)

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

1. Early Breast Cancer Screening from Thermography via Deep Pre-Trained Edge Detection with Extreme Gradient Boosting ↗Shaimaa Gamal, Hanan Atef, Doaa Youssef et al.13 citations
2. Recurrent Neural Networks (RNNs) to improve EEG-based person identification ↗Youssef Mohamed, Ahmed M. Anter, Ahmed Bayoumy Zaky12 citations
3. A Beginner's Guide to Federated Learning ↗Gogulamudi Pradeep Reddy, Y. V. Pavan Kumar10 citations
4. A Framework for Assessing Physical Rehabilitation Exercises ↗Moamen Zaher, Ahmed Samir, Amr S. Ghoneim et al.9 citations
5. A Robust Ensemble Deep Learning Approach for Breast Cancer Diagnosis ↗Nadeen Amgad, Mariam Ahmed, Haidy Haitham et al.9 citations
6. Comparative Analysis of Pre-Trained CNN Architectures for Multi-Class Weather Classification: A Study on Deep Learning Techniques ↗Abdelrahman Ezzeldin Nagib, Habiba C. Mohamed, Abdelaziz Ashraf9 citations
7. Credit Scoring Using Machine Learning Algorithms and Blockchain Technology ↗Mariam Ossama Kotb9 citations
8. Deep Learning based Heart Diseases Detection using ResNet50 Architecture ↗Monali Gulhane, Sandeep Kumar9 citations
9. VARSew Benchmarking: A Visual Action Recognition on Garment Sewing using Various Deep learning models ↗Aly E. Fathy, Ahmed Hamza Asad, Ammar Mohammed9 citations
10. Convolutional Neural Networks Based Classification of Segmented Breast Ultrasound Images – A Comparative Preliminary Study ↗Mohammed Tarek GadAllah, Abd El–Naser A. Mohamed, Alaa A. Hefnawy et al.7 citations
11. Recursive Feature Elimination with Cross Validation for Alzheimer’s Disease Classification using Cognitive Exam Scores ↗Christian Yaphet Freytes, Robin Perry Mayrand, Luana Okino Sawada et al.7 citations
12. A Framework for Human Activity Recognition Application for Therapeutic Purposes ↗Mahmoud Hamido, Khaled Mosallam, Olfat Diab et al.6 citations
13. AI Personal Trainer for Lateral Raises and Shoulder Presses Exercises ↗Shehab Eldeen Hesham Mahmoud, Zeinab Abd El Haliem Taha6 citations
14. Advanced Techniques for Business Process Automation: Insights and Challenges ↗Mahmoud B. M. Abdelwahab, Iman M. A. Helal6 citations
15. Exploring the Power of Quantum Convolutional Neural Networks for Brain MRI Image Classification ↗Baraa Tantawi, Hamza Kamel Ahmed, Malak Magdy et al.6 citations
16. From Gestures to Audio: A Dataset Building Approach for Egyptian Sign Language Translation to Arabic Speech ↗Youssef Ismail, Ali Tarek, Omar M. Zakaria et al.6 citations
17. Hate Speech Detection Using the GPT-2 and Natural Language Processing ↗Savya Sachi, Ajay Kumar Singh, Arpit Jain et al.6 citations
18. Intellibot: A Personalized Behavioral Analysis Chatbot Framework Powered by GPT-3 ↗Mayar Elshentenawy, Merna Ahmed, Mariam Elalfy et al.6 citations
19. Named Entity Recognition for Arabic Medical Texts Using Deep Learning Models ↗Hamada Nayel, Nourhan Marzouk, Ahmed El-Sawy6 citations
20. Real and Fake Face Detection: A Comprehensive Evaluation of Machine Learning and Deep Learning Techniques for Improved Performance ↗Noha A. Saad Eldien, Raghda Essam Ali, Farid Ali Mousa6 citations
21. VARSew: A Literature Review and Benchmark Dataset for Visual Recognition in Garment Sewing ↗Aly E. Fathy, Ali Hamdi, Ahmed Hamza Asad et al.6 citations
22. Abstractive Arabic Text Summarization Based on MT5 and AraBart Transformers ↗Asmaa Elsaid, Ammar Mohammed, Lamiaa Fattouh et al.5 citations
23. Comparative Study of Alzheimer’s disease Classification using Transfer Learning Models ↗Habiba C. Mohamed, Abdelaziz Ashraf, Abdelrahman Ezzeldin Nagib5 citations
24. Deep Learning Approach for Liver Tumor Diagnosis ↗Manal Makram, Mohammad Hicham Hassan Elhemeily, Ammar Mohammed5 citations
25. Deep Learning-Based Classification of Ocular Diseases Using Convolutional Neural Networks ↗Khalid Mostafa, Mohamed Hany, Abdelaziz Ashraf et al.5 citations

See all 146 papers in IMSA 2023 — accepted papers →

📄 Papers with our summary in our library (1)

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

1. ANER: Arabic and Arabizi Named Entity Recognition using Transformer-Based ApproachIntelligent Methods, Systems, and Applications (IMSA)Abdelrahman "Boda" Sadallah, Omar Ahmed, Shimaa Mohamed, et al.2023 · 3 citations

🧭 Top topics

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

🏷️Named entity recognition (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.

🏛️ Top institutions

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

🎓Ain Shams UniversityCairo · Egypt1 work here

works and citations from OpenAlex and our library.

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