Enhancement of Arabic Text Classification Using Semantic Relations of Arabic WordNet. - Suhad A. Yousif; Venus Wazeer Samawi; Islam Elkabani; Rached N. Zantout (J. Comput. Sci., 2015)

The Effectiveness of Using AutoML in Electricity Theft Detection: The Impact of Data Preprocessing and Balancing Techniques. - Suhad A. Yousif; Venus Wazeer Samawi (ICCSA (2), 2024)

SS-DBSCAN: Semi-Supervised Density-Based Spatial Clustering of Applications With Noise for Meaningful Clustering in Diverse Density Data. - Tiba Zaki Abdulhameed; Suhad A. Yousif; Venus Wazeer Samawi; Hasnaa Imad Al-Shaikhli (IEEE Access, 2024)

RiceAML: An Auto Machine Learning Model to Identify Abiotic Stress-Associated Single Nucleotide Polymorphisms in Rice. - Hasnaa Imad Al-Shaikhli; Suhad A. Yousif; Tiba Zaki Abdulhameed; Suzan Jabbar Obaiys (ICCSA (2), 2025)

Towards Smarter Vegetation Health Clustering: Insights from Fractal Dimension, NDVI, and LST Metrics Derived via Remote Sensing Landsat Dataset. - Suhad A. Yousif; Venus Wazeer Samawi; Nadia M. G. Al-Saidi; Yeliz Karaca (ICCSA (Workshops 1), 2025)