Generating classification trees for small disjuncts using incremental gas. - Magda Bahaa Eldin Fayek; Amira Samy Talaat; Nevin Mahmoud Darwish (GECCO, 2007)

Multiclass Penalized Likelihood Pattern Classification Algorithm. - Amira Samy Talaat; Amir F. Atiya; Sahar A. Mokhtar; Ahmed Al-Ani; Magda Bahaa Eldin Fayek (ICONIP (3), 2012)

Cervical Cancer Diagnosis Using Stacked Ensemble Model and Optimized Feature Selection: An Explainable Artificial Intelligence Approach. - Abdulaziz Almohimeed; Hager Saleh; Sherif Mostafa; Redhwan M. A. Saad; Amira Samy Talaat (Comput., 2023)

Enhanced aerial vehicle system techniques for detection and tracking in fog, sandstorm, and snow conditions. - Amira Samy Talaat; Shaker H. Ali El-Sappagh (J. Supercomput., 2023)

Sentiment analysis classification system using hybrid BERT models. - Amira Samy Talaat (J. Big Data, 2023)

A Novel Ensemble Model for Brain Tumor Diagnosis. - Amira Samy Talaat (New Math. Nat. Comput., 2025)

Intelligent text similarity assessment using Roberta with integrated chaotic perturbation optimization techniques. - Esraa Hassan; Amira Samy Talaat; M. A. Elsabagh (J. Big Data, 2025)