Dr. Amira Samy Talaat Abou Taleb

Associate Professor

Hadayek El Ahram, Haram, Giza, Egypt.

Education

Associate Professor in Computer Engineering, Egypt 2024

PhD in Computer Engineering, Cairo University, Egypt, 2014

M.Sc. in Computer Eng., Cairo University, Egypt

Software Egineering Deploma, Information Technology Institute (ITI), June 2001

B.Sc. in Biomedical & Systems Eng., Cairo University, Egypt, 2000

• Deep Learning
• Artificial Intelligent
• Machine Learning
• Datamining
• (Video, Text, Image) classification
• Ontology
• Object Detection
• Object Recognition
• Object Tracking
• XAI

• Hasan MJ, Kannan S, Rohan A, Amira Samy Talaat, Interpreting navigation sonar data for object detection: a feasibility study using the Ping360: MJ Hasan et al. The Journal of Supercomputing. 2025 Dec 1;81(18):1616.
• Khairy M, Amira Samy Talaat, Al-Makhlasawy RM. Advanced AI techniques for video classification: a comprehensive framework using multiple feature extraction and classification methods. Journal of Electrical Systems and Information Technology. 2025 Dec;12(1):97.
• Talukder MA, Amira Samy Talaat, Muna NJ, Alazab A, Kazi M, Das UK. An explainable deep learning framework for trustworthy arrhythmia detection from ECG signals. Scientific Reports. 2025 Nov 11;15(1):39496.
• Amira Samy Talaat (2025). Hybrid Deep Learning Models for Text Classification: Performance Evaluation of TriDistilBERT and BiGRU Architectures. Journal of Computer Science, 21(9), 1983-1992.
• Talukder MA, Amira Samy Talaat, Kazi M, Khraisat A. XAI-HD: an explainable artificial intelligence framework for heart disease detection. Artificial Intelligence Review. 2025 Dec;58(12):1-78.
• Hassan E, Alqahtani F, Elbedwehy S, Amira Samy Talaat, Automated detection of pinworm parasite eggs using YOLO convolutional block attention module for enhanced microscopic image analysis. Frontiers in Bioengineering and Biotechnology. 2025 Oct 15;13:1559987.
• Al Mamlook RE, Elamouri JS, Aljaidi M, Algeblawi AA, Bzizi HF, Atteia HH, Morsi MH, Saif D, Hassan BM, Farrara H, Amira Samy Talaat, Predicting New-Onset Diabetes Post-Transplantation in Kidney Patients through Assessment of Medication Dosages: A Boosting Ensemble Machine Learning Method. InSecuring Health 2025 Dec 8 (pp. 228-252). CRC Press.
• Al Mamlook R, Abdulhameed TZ, Elgeberi N, Amira Samy Talaat, El-Yabroudi M, Alshebani AM, Yousif SA, Oshkondali ST, Bzizi HF, Awina RA. Early Prediction and Risk Classification for Heart Disease Models Using Ensemble Learning. In2025 Interdisciplinary Conference on Electrics and Computer (INTCEC) 2025 Sep 15 (pp. 1-9). IEEE.
• Amira Samy Talaat, A novel double and triple BERT and distilBERT classification methods. Neural Computing and Applications. 2025 Nov;37(31):25923-44.
• Hassan E, Amira Samy Talaat, Elsabagh MA. Intelligent text similarity assessment using Roberta with integrated chaotic perturbation optimization techniques. Journal of Big Data. 2025 Jul 11;12(1):164.
• Al Mamlook R, Abdulhameed TZ, Alsoussia M, Gharaibeh T, Amira Samy Talaat, El-Yabroudi M, Mohamed FA, Elgeberi N. Optimizing machine learning models based on hyperparameter tuning for Arabic fake news detection. In2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS) 2025 Jun 27 (pp. 1-9). IEEE.
• Talukder MA, Amira Samy Talaat, Kazi M. Hxai-ml: a hybrid explainable artificial intelligence based machine learning model for cardiovascular heart disease detection. Results in Engineering. 2025 Mar 1;25:104370.
• AlMohimeed A, Shehata M, El-Rashidy N, Mostafa S, Amira Samy Talaat, Saleh H. ViT-PSO-SVM: cervical cancer predication based on integrating vision transformer with particle swarm optimization and support vector machine. Bioengineering. 2024 Jul 18;11(7):729.
• Fatma Harby, Mansor Alohali, Adel thaljaoui, Amira Samy Talaat, “Exploring Sequential Feature Selection in Deep Bi-LSTM Models for Speech Emotion Recognition”. Computers, Materials and Continua, 2023.
• Amira Samy Talaat, “A Novel Ensemble Model for Brain Tumor Diagnosis” New Mathematics and Natural Computation, 2023.
• Amira Samy Talaat, “Novel Deep Learning Models for Yoga Pose Estimator”, SN Applied Sciences;5:341, pp.1-13, 2023.
• AlMohimeed A, Saleh H, Mostafa S, Saad RM, Amira Samy Talaat. “Cervical Cancer Diagnosis Using Stacked Ensemble Model and Optimized Feature Selection: An Explainable Artificial Intelligence Approach”, Computers. 2023 Oct 7;12(10):200.
• Amira Samy Talaat, "Intelligent Sentiment Analysis Classification System Using Hybrid Bert Models", Journal of Big Data June 2023
• Amira Samy Talaat, and Shaker El-Sappagh. "Enhanced aerial vehicle system techniques for detection and tracking in fog, sandstorm, and snow conditions." The Journal of Supercomputing April 2023: 1-26.
• Yahia Ibrahim, Nora, Amira Samy Talaat. "An Enhancement Technique to Diagnose Colon and Lung Cancer by using Double CLAHE and Deep Learning." International Journal of Advanced Computer Science and Applications 13.8 (2022).
• Yahia Ibrahim, Nora, Amira Samy Talaat, and Hany M. Harb. "Hybrid Ontology-Deep Learning Integrated CBMIR System for CT Lung Diseases.", 2021.
• Amira Samy Talaat, and Amir F. Atiya. "A new approach for leukemia identification based on cepstral analysis and wavelet transform." International Journal of Advanced Computer Science and Applications, 8.7 (2017): 226-232.
• Amira Samy Talaat, et al. "Multiclass penalized likelihood pattern classification algorithm." Neural Information Processing: 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part III 19. Springer Berlin Heidelberg, 2012.
• Fayek, Magda Bahaa Eldin, Amira Samy Talaat, and Nevin Mahmoud Darwish. "Generating classification trees for small disjuncts using incremental gas." Proceedings of the 9th annual conference on Genetic and evolutionary computation. 2007.

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• https://orcid.org/0000-0002-9413-3079