Biniam Gebru

According to our database, Biniam Gebru authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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., April, 2025

2023

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., December, 2023

2022

A Review on Human-Machine Trust Evaluation: Human-Centric and Machine-Centric Perspectives.

Biniam Gebru, Lydia Zeleke, Daniel Blankson, Mahmoud Nabil, Shamila Nateghi, Abdollah Homaifar, Edward W. Tunstel

IEEE Trans. Hum. Mach. Syst., 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 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

2021

A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering.

Xuyang Yan, Mrinmoy Sarkar, Biniam Gebru, Shabnam Nazmi, Abdollah Homaifar

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020

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