Biniam Gebru

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Fault Diagnosis

Supervised Feature Selection

Active Learning

Labeled Training Set

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Xuyang Yan, Mrinmoy Sarkar, Benjamin Lartey, Biniam Gebru, Abdollah Homaifar, Ali Karimoddini, Edward W. Tunstel
An Online Learning Framework for Sensor Fault Diagnosis Analysis in Autonomous Cars. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Xuyang Yan, Shabnam Nazmi, Biniam Gebru, Mohd Anwar, Abdollah Homaifar, Mrinmoy Sarkar, Kishor Datta Gupta
A clustering-based active learning method to query informative and representative samples. Appl. Intell. 52 (11) (2022)
Xuyang Yan, Shabnam Nazmi, Biniam Gebru, Mohd Anwar, Abdollah Homaifar, Mrinmoy Sarkar, Kishor Datta Gupta
Mitigating shortage of labeled data using clustering-based active learning with diversity exploration. CoRR (2022)
Biniam Gebru, Lydia Zeleke, Daniel Blankson, Mahmoud Nabil, Shamila Nateghi, Abdollah Homaifar, Edward W. Tunstel
A Review on Human-Machine Trust Evaluation: Human-Centric and Machine-Centric Perspectives. IEEE Trans. Hum. Mach. Syst. 52 (5) (2022)
Xuyang Yan, Mrinmoy Sarkar, Biniam Gebru, Shabnam Nazmi, Abdollah Homaifar
A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering. CoRR (2021)
Xuyang Yan, Mrinmoy Sarkar, Biniam Gebru, Shabnam Nazmi, Abdollah Homaifar
A Supervised Feature Selection Method For Mixed-Type Data using Density-based Feature Clustering. SMC (2021)
Xuyang Yan, Shabnam Nazmi, Berat A. Erol, Abdollah Homaifar, Biniam Gebru, Edward W. Tunstel
An efficient unsupervised feature selection procedure through feature clustering. Pattern Recognit. Lett. 131 (2020)