LASTD: A Manually Annotated and Tested Large Arabic Sentiment Tweets Dataset. - Kariman Elshakankery; Magda B. Fayek; Mona Farouk (ICISDM, 2021)

SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm. - Abdelrahman Kaseb; Mona Farouk (WANLP@EMNLP, 2022)

Slide-Detect: An Accurate Deep Learning Diagnosis of Lung Infiltration. - Ahmed E. Mohamed; Magda B. Fayek; Mona Farouk (Data Intell., 2023)

ASCF: Optimization of the Apriori Algorithm Using Spark-Based Cuckoo Filter Structure. - Bana Ahmad Alrahwan; Mona Farouk (Int. J. Intell. Syst., 2024)

Rethinking of BERT sentence embedding for text classification. - Omar Galal; Ahmed H. Abdel-Gawad; Mona Farouk (Neural Comput. Appl., 2024)

Federated Freeze BERT for text classification. - Omar Galal; Ahmed H. Abdel-Gawad; Mona Farouk (J. Big Data, 2024)