Rule Extraction from Support Vector Machines: Measuring the Explanation Capability Using the Area under the ROC Curve. - Nahla H. Barakat; Andrew P. Bradley (ICPR (2), 2006)

Rule Extraction from Support Vector Machines: A Sequential Covering Approach. - Nahla H. Barakat; Andrew P. Bradley (IEEE Trans. Knowl. Data Eng., 2007)

Rule-extraction from support vector machines: medical diagnosis, prediction and explanation - Nahla H. Barakat (2007)

The Effect of Domain Knowledge on Rule Extraction from Support Vector Machines. - Nahla H. Barakat; Andrew P. Bradley (MLDM, 2009)

Cascade generalization: Is SVMs' inductive bias useful? - Nahla H. Barakat (SMC, 2010)

Rule extraction from support vector machines: A review. - Nahla H. Barakat; Andrew P. Bradley (Neurocomputing, 2010)

Intelligible support vector machines for diagnosis of diabetes mellitus. - Nahla H. Barakat; Andrew P. Bradley; Mohamed Nabil H. Barakat (IEEE Trans. Inf. Technol. Biomed., 2010)

Diagnosis of Metabolic Syndrome: A Diversity Based Hybrid Model. - Nahla H. Barakat (MLDM, 2016)

Cascade Generalization: One versus Many. - Nahla H. Barakat (J. Comput., 2017)

Intelligent Alarm System to Protect Small, Valuable Items. - Ahmed El Kashef; Nahla H. Barakat (ICCA, 2018)

A Framework for integrating software design patterns with game design framework. - Nahla H. Barakat (ICSIE, 2019)

From Similarities to Probabilities: Feature Engineering for Predicting Drugs' Adverse Reactions. - Nahla H. Barakat; Ahmed H. Elsabbagh (Intell. Autom. Soft Comput., 2022)

Data and Model Centric Approaches for Card Fraud Detection. - Sara Farag; Nahla H. Barakat (ICCA, 2023)

Adaptive Learning and Virtual Reality based Conceptual Framework for Dental Training. - Meriam Sherif; Nahla H. Barakat; Abeer Hamdy (ICCA, 2023)

AdaptVR: An Adaptive Learning VR System for Dental Students Training. - Meriam Sherif; Nahla H. Barakat; Abeer Hamdy (ICCA, 2024)

Unravelling the Sequential Patterns of Cyber Attacks: A Temporal Analysis of Attack Dependencies. - Fares Ashraf ElSalamony; Nahla H. Barakat; Ahmad Mostafa (IoTBDS, 2025)