Developing an Efficient Method for Automatic Threshold Detection Based on Hybrid Feature Selection Approach. - Heba Mamdouh Farghaly; Abdelmgeid A. Ali; Tarek Abd El-Hafeez (CSOC (2), 2020)

A new feature selection method based on frequent and associated itemsets for text classification. - Heba Mamdouh Farghaly; Tarek Abd El-Hafeez (Concurr. Comput. Pract. Exp., 2022)

Hepatitis C Virus prediction based on machine learning framework: a real-world case study in Egypt. - Heba Mamdouh Farghaly; Mahmoud Y. Shams; Tarek Abd El-Hafeez (Knowl. Inf. Syst., 2023)

A high-quality feature selection method based on frequent and correlated items for text classification. - Heba Mamdouh Farghaly; Tarek Abd El-Hafeez (Soft Comput., 2023)

Analyzing toxicity in Arabic social media: a study of regional dialects, sentiments, and toxic topics on X/Twitter. - Loay Hatem; Ahmed Omar 001; Heba Mamdouh Farghaly; Abdelmgeid A. Ali (Neural Comput. Appl., 2025)

Identifying key genetic variants in Alzheimer's disease progression using Graph Convolutional Networks (GCN) and biological impact analysis. - Belal A. Hamed; Heba Mamdouh Farghaly; Ahmed Omar 001; Tarek Abd El-Hafeez (J. Big Data, 2025)