Open Access

ARTICLE

Selective and Adaptive Incremental Transfer Learning with Multiple Datasets for Machine Fault Diagnosis

Kwok Tai Chui^1,*, Brij B. Gupta^2,3,4,5,6,*, Varsha Arya^7,8,9, Miguel Torres-Ruiz¹⁰

1 School of Science and Technology, Hong Kong Metropolitan University, Hong Kong, 999077, China
2 Department of Computer Science and Information Engineering, Asia University, Taichung, 41354, Taiwan
3 Center for Advanced Information Technology, Kyung Hee University, Seoul, 02447, Korea
4 Symbiosis Centre for Information Technology, Symbiosis International University, Pune, Maharashtra, 411042, India
5 Department of Electrical and Computer Engineering, Lebanese American University, Beirut, 1102, Lebanon
6 School of Computing, Skyline University College, Sharjah, 1797, United Arab Emirates
7 Department of Business Administration, Asia University, Taichung, 41354, Taiwan
8 Center for Interdisciplinary Research, University of Petroleum and Energy Studies, Dehradun, 248007, India
9 Department of Computer Science & Engineering, Chandigarh University, Chandigarh, 160036, India
10 Centro de Investigación en Computación, Instituto Politécnico Nacional, UPALM-Zacatenco, Mexico City, 07320, Mexico

* Corresponding Authors: Kwok Tai Chui. Email: ; Brij B. Gupta. Email: