An efficient unsupervised feature selection procedure through feature clustering. - Xuyang Yan; Shabnam Nazmi; Berat A. Erol; Abdollah Homaifar; Biniam Gebru; Edward W. Tunstel (Pattern Recognit. Lett., 2020)

A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering. - Xuyang Yan; Mrinmoy Sarkar; Biniam Gebru; Shabnam Nazmi; Abdollah Homaifar (SMC, 2021)

A clustering-based active learning method to query informative and representative samples. - Xuyang Yan; Shabnam Nazmi; Biniam Gebru; Mohd Anwar; Abdollah Homaifar; Mrinmoy Sarkar; Kishor Datta Gupta (Appl. Intell., 2022)

Mitigating shortage of labeled data using clustering-based active learning with diversity exploration. - Xuyang Yan; Shabnam Nazmi; Biniam Gebru; Mohd Anwar; Abdollah Homaifar; Mrinmoy Sarkar; Kishor Datta Gupta (CoRR, 2022)

A Review on Human-Machine Trust Evaluation: Human-Centric and Machine-Centric Perspectives. - Biniam Gebru; Lydia Zeleke; Daniel Blankson; Mahmoud Nabil 001; Shamila Nateghi; Abdollah Homaifar; Edward W. Tunstel (IEEE Trans. Hum. Mach. Syst., 2022)

An Online Learning Framework for Sensor Fault Diagnosis Analysis in Autonomous Cars. - Xuyang Yan; Mrinmoy Sarkar; Benjamin Lartey; Biniam Gebru; Abdollah Homaifar; Ali Karimoddini; Edward W. Tunstel (IEEE Trans. Intell. Transp. Syst., 2023)

A Data-Driven Approach for Performance Evaluation of Autonomous eVTOLs. - Mrinmoy Sarkar; Xuyang Yan; Biniam Gebru; Abdul-Rauf Nuhu; Kishor Datta Gupta; Kyriakos G. Vamvoudakis; Abdollah Homaifar (IEEE Trans. Aerosp. Electron. Syst., 2025)