Stability and Accuracy of Feature Selection Methods on Datasets of Varying Data Complexity. - Omaimah Al Hosni; Andrew J. Starkey (ACIT, 2021)

Assesing the stability and selection performance of feature selection methods under different data complexity. - Omaimah Al Hosni; Andrew J. Starkey (Int. Arab J. Inf. Technol., 2022)

Investigating the Performance of Data Complexity & Instance Hardness Measures as A Meta-Feature in Overlapping Classes Problem. - Omaimah Al Hosni; Andrew J. Starkey (ICCBDC, 2023)

Can Complexity Measures and Instance Hardness Measures Reflect the Actual Complexity of Microarray Data? - Omaimah Al Hosni; Andrew J. Starkey (LOD (1), 2023)

Class-Level Feature Selection Method Using Feature Weighted Growing Self-Organising Maps. - Andrew Starkey; Uduak Idio Akpan; Omaimah Al Hosni; Yaseen Pullissery (CoRR, 2025)