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IMSA 2023: all accepted papers

146 papers · page 1 of 2 · the most cited first · ← IMSA 2023

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  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
  26. How Quantum Computing Impacts Cyber Security ↗Abdulbast A. Abushgra5 citations
  27. Identification of Malware Mimicry Attacks Using Process Escalating Visualization ↗Eslam Amer5 citations
  28. Personalized Car Recommendations Using Knowledge-Based Methods ↗Reham Alabduljabbar, Maha Mesfer Meshref Alghamdi, Hala Alshamlan5 citations
  29. A Comparative Study of Diabetes Classification Based on Machine Learning ↗Esraa Ismail, Rawan Ramdan, Samah Mohamed et al.4 citations
  30. Abnormal Behavior Analysis for Surveillance in Poultry Farms using Deep Learning ↗Abdullah Magdy Elbarrany, Abdallah Mohialdin, Ayman Atia4 citations
  31. An Avionics System for Light-Weight Multi-Rotor Unmanned Aerial Vehicles ↗Murat Bakırcı, Muhammed Mirac Özer4 citations
  32. Best Height of UAV-Aided NOMA Using ML and Optimization Techniques ↗Amira O. Hashesh, Adly S. Tag Eldien, Mostafa M. Fouda et al.4 citations
  33. Comparative Analysis: Deep vs. Machine Learning for Early DFU Detection in Medical Imaging ↗Ahmed Mostafa Abd El-Aal El-Kady, Mohamed Mostafa, Heba Hamdy Ali Hussien et al.4 citations
  34. Compiler-based Web Services code conversion model for different languages of mobile application ↗Amira T. Mahmoud, Ahmad A. Muhammad, Ahmed Hassan Yousef et al.4 citations
  35. Facial Expressions Analysis To Evaluate The Level Of Students’ Understanding ↗Ahmed A. El Baset A. El Halim, Ahmed El-Manfy, Abd El-Rahman Badr et al.4 citations
  36. Short Term Weather Forecasting Comparison Based on Machine Learning Algorithms ↗Chowdhury Abida Anjum Era, Mahmudur Rahman, Syada Tasmia Alvi4 citations
  37. 3D Mesh Reconstruction from 2D Images: A NeRF based Approach ↗Mohamed Abdelfattah, Rania Reda, Mohammed A.‐M. Salem et al.3 citations
  38. ANER: Arabic and Arabizi Named Entity Recognition using Transformer-Based ApproachAbdelrahman Sadallah, Omar Abdelaziz Ahmed, Shimaa Mohamed et al.3 citations · our summary
  39. Anti-noise Star Image Extraction Algorithm for Star Trackers Based on YOLOv5 ↗Feng Wu, Qingquan Xu, Ruxi Xiang et al.3 citations
  40. Deep Learning-Based Alzheimer’s Disease Classification: An Experimental Study ↗Mohamed Ayman, Farah Darwish, Tukka Mohammed et al.3 citations
  41. Detection of Malaria Infection Using Convolutional Neural Networks ↗Farah Sherif, Ammar Mohammed3 citations
  42. Emotion to Detect: Facial Expression Recognition by CNN ↗Salma AlWardany, Salma Hossam, Kareem Moussa et al.3 citations
  43. Empowering Topic Classification Accuracy by Integrating Transformer-Based with Machine Learning and Deep Learning Techniques ↗Rana Reda Waly, Mosatafa Mohamed Saeed, Mena Hany et al.3 citations
  44. FISC-Net: Classification of Auscultation Sounds on an Edge Device ↗Eray Mutlu, Valid Hüseyin, Görkem Serbes3 citations
  45. Incorporating Connectivity in k-Nearest Neighbors Regression ↗Mohamed A. Mahfouz3 citations
  46. Material Classification in Laser Cutting using Deep Learning ↗Mohamed Abdallah Salem, Ahmed Elshenawy, Hamdy Ahmed Ashour3 citations
  47. TCN-MLP: A Hybrid Model for Short-Term Electrical Load Forecasting ↗Karim S. Farid, A.A. Ali, Sameh A. Salem et al.3 citations
  48. Traffic Classification with Machine Learning for Enhancing Cloud Security ↗Md. Sagar Hossen, Tohari Ahmad, Muhammad Aidiel Rachman Putra3 citations
  49. A framework for exploring incentive methods towards reducing phishing susceptibility in Healthcare: Based on a review and In-the-wild-field study approach ↗Prosper Kandabongee Yeng, Bian Yang, Muhammad Ali Fauzi et al.2 citations
  50. An Efficient Deep Learning Approach for Extractive Arabic Text Summarization Based on Multiple Encoders and a Single Decoder ↗Asmaa Elsaid, Ammar Mohammed, Lamiaa Fattouh et al.2 citations
  51. Android Malware Detection via Deep learning Approach ↗Marwa Mamdouh, Khaled Elsayed, Ahmed Elsheikh2 citations
  52. Atherosclerotic Plaque Segmentation in Carotid Ultrasound Image using Hybrid-A-UNet Deep Learning Model ↗Vinayak Sharma, Sonam Jain, Pankaj Jain et al.2 citations
  53. Correlating Healthcare Staff’s Stress Level and Cybersecurity Practices in Norway ↗Muhammad Ali Fauzi, Prosper Kandabongee Yeng, Bian Yang2 citations
  54. Depression Detection from Social Media Platforms: A Systematic Literature Review ↗AbdelMoniem Helmy, Radwa Nassar, Nagy Ramadan2 citations
  55. Dynamic Neighborhood-Based Grey Wolf Optimizer With Dimension Learning-Based Hunting And Lévy Flight ↗Aditya Anand, Harshit Batra, Sukrit Kumar Syal2 citations
  56. Early Rheumatoid Arthritis Detection by miRNA Data Analysis Using a Hybrid CNN-LSTM Deep Learning Model ↗Nehal M. Ali2 citations
  57. Enhancing Textual Relatedness Assessment with Combined Transformers-Embedding Similarity Techniques and Machine Learning Regressors ↗Mena Hany, Mostafa Mohamed Saeed, Rana Reda Waly et al.2 citations
  58. Ensemble Machine learning for Breast Cancer Detection ↗Nourhan Mohamed Elsabawy, Alaa Ebraheem Elnakeeb, Mohammed Baher et al.2 citations
  59. Evaluation of metric and representation learning approaches: Effects of representations driven by relative distance on the performance ↗Anthony B. Garza, Rolando Garcia, Marc S. Halfon et al.2 citations
  60. Exploring Effective Outlier Detection in IoT: A Systematic Survey of Techniques and Applications ↗Bassant E. Mosallam, Samar H. Ahmed2 citations
  61. Football activities classification ↗Ahmed Mohamed Emam, Omar Tarek Ali, Ayman Atia2 citations
  62. Framework for Crack Detection using Deep Learning ↗Omar Atta, Ayman Atia2 citations
  63. Generate Descriptions of Medical Dialogues Through Two-Layers Transformer-Based Summarization ↗George Elkess Abanoub, Ahmed Mahmoud Fawzy, Rana Reda Waly et al.2 citations
  64. Identifying and Classifying Fake COVID-19 Tweets using Transformer Models ↗Yasmine Eid Mahmoud, Farid Ali Mousa, Ayat Mahmoud2 citations
  65. OilSpillNet: Deep Learning Model for Synthetic Aperture Radar Imagery Oil Spill Detection ↗Touka Wael Ghonaime, Ahmed Farouk Al‐Sadek2 citations
  66. On Understanding Sports–HAR: Hierarchical, Mobile, Multi-Sensor based Classification of Table–Tennis Strokes ↗Mustafa Ezzeldin, Amr S. Ghoneim, Laila Abdelhamid et al.2 citations
  67. Performance Evaluation of Pre-Trained Deep Learning Models for Bird Species Identification ↗Kerolos Hany, Youssef Ayman, Ayman Atia2 citations
  68. Prediction of Dental Fluorosis Infection based on Particle Optimized Scored KNN Approach ↗Reem Kadry Montasser, Osama Ismael, Moataz El-Kholy2 citations
  69. The Effect of Using Tangible User Interfaces Compared to Traditional Learning for Teaching Programming in Higher Education: An Experimental Study ↗Ashraf Hany, Enjy Ramadan, Amr Akl et al.2 citations
  70. A Comparative Study of Predictive Data Mining Techniques for Customer Churn in the Banking Industry ↗Denis Ong’Uti Orina, Richard Maina Rimiru, Waweru R. Mwangi1 citation
  71. A Comparative Study of Weight Initialization Techniques for Convolutional Neural Networks in COVID-19 Classification from X-ray Images. ↗Abdelrahman Ezzeldin Nagib, Mostafa Mohamed Saeed, Shereen Fathy El-Feky et al.1 citation
  72. Aqua-Farm fish behavior analysis using machine learning ↗Noor Shiha, Nevien Kamel Abdelkhalek, Mohamed M. Refaey et al.1 citation
  73. Biometric Authentication Using Face Thermal Images Based on Neural Fuzzy Extractor ↗Alexey Е. Sulavko, Irina Panfilova, Alexander Samotuga et al.1 citation
  74. Classification of tumors based on distinguishing possibilistic biclusters ↗Mohamed A. Mahfouz1 citation
  75. Comparative Study of JavaScript and WebAssembly Derivatives in Browser Engines ↗Anastasios Stotoglou, Theodore H. Kaskalis1 citation
  76. Distance-Based Meta-Features for Arabic Text Classification ↗Maroua Louail, Chafia Kara‐Mohamed1 citation
  77. Early Detection of Colon Cancer Using Deep Learning Techniques ↗Mennatullah M. Gamil, Ashraf AbdelRaouf, Yasser M. K. Omar1 citation
  78. Empowering MBTI Personality Classification through Transformer-Based Summarization Model ↗Seif Elmoushy, Mostafa Mohamed Saeed, Wael Hassan Gomaa1 citation
  79. Leveraging Attention to Achieve Generalization for Image Forgery Detection ↗Mohamed Atta1 citation
  80. Machine Learning-based Risk Prediction of Diabetes in Obese and Fatty Liver Patients: An Experimental Study ↗Raghda Essam Ali1 citation
  81. Maximum Power Point Tracking Using Model Predictive Control For Photovoltaic Systems* ↗Youmna A. Abu-Krisha, Ayman El-Badawy, Walid Atef Omran1 citation
  82. Monitoring Attention Through the Use of Computerized Trailmaking Tests With Varying Input Devices ↗Mahmoud Hamido, Alyaa Abdelrahman, Omar Bloz et al.1 citation
  83. Multiple Attack Classification in IoT Networks ↗Anfal Dawah, Mohammad Al-Rousan, Ahmed S. Shatnawi et al.1 citation
  84. News Presenter skills evaluation using multi-modality and machine learning ↗Ahmed Mohamed Emam, Mohamed AbdelAzim Elgarh, Amany Fahmy et al.1 citation
  85. Smart Prediction of Circulatory Failure: Machine Learning for Early Detection of Patient Deterioration ↗Shrouk Hesham Mahmoud, Sahar Selim Soussa, Aya Mohamed Hassan et al.1 citation
  86. Specialized Syntactic Quran Search Engines: Evaluation and Limitations ↗Abdollah Bakr, Ahmed Hassan Yousef, Tamer Arafa1 citation
  87. Trajectory Generation of Hexapod Robots Based on Genetic Algorithm ↗Sameh I. Beaber, Mohamed A. Kamel, Abdelrahman S. Zaghloul et al.1 citation
  88. A Comparative Analysis of Deep Learning Models for Brain Tumor Segmentation ↗Maha AbdElwareth, Mariem Abdou, Michael Adel et al.
  89. A Deep Learning Approach for Diagnosis and Detection of Acute lymphocytic leukemia ↗Rania M. El-Shashwati, Basma E. El-Demerdash, Ammar Mohammed
  90. A Novel Two-Phase Approach for Enhancing Process Model Discovery in Processing Mining ↗M. M. Abo Khedra, Ammar Mohammed, Yasser Abdel-Hamid
  91. A Secured Technique for Executing Queries over Multidimensional Encrypted Data ↗Norah Saud Al-Musib, Hédi Hamdi, A. A. Abd El-Aziz
  92. BuckTracker: System For Multi Banknotes Tracking ↗Abdullah Magdy Elbarrany, Khaled Mosallam, Ayman Atia
  93. COVID-19 Diagnosis From CT-images Using Transfer Learning ↗Nouran Waleed, Lobna A. Said, Sahar Selim et al.
  94. Comparing the Effectiveness of Machine Learning and Deep Learning Techniques for Feature Envy Detection in Software Systems ↗Rana S. Menshawy, Ahmed Hassan Yousef, Ashraf Salem
  95. Decision Level Fusion of Transfer Learning based Models for Diagnosing Lung and Colon Cancer ↗Shireen Al-Ofary, Hamza Osman İlhan
  96. Design of Fast Star Image Extraction Module for Autonomous Star Sensors Based on FPGA ↗Quanying Wu, Qingquan Xu, Xingzhi Wu et al.
  97. Development of a Visual Analysis Tool for Seabird Behavior ↗Tomoya Onuki, Kazuo Misue
  98. DriveGuard: An Automated Interactive Alerting System to track and Analyze Drivers’ Behaviors on Road ↗Abdallah Mohialdin, Dema Saleh, Elshaymaa Taher et al.
  99. End of Session (1) ↗
  100. End of Session (10) ↗

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