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cs.LG2026
Cross-talk based multi-task learning for fault classification of machine system influenced by multiple variables
Wonjun Yi, Rismaya Kumar Mishra, Yong-Hwa Park
Machine systems inherently generate signals in which fault conditions and various variables influence signals measured from machine system. Although many existing fault classificat…
cs.LG2025
Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor
Wonjun Yi, Yong-Hwa Park
This work introduces a multi-output classification (MOC) framework designed for domain adaptation in fault diagnosis, particularly under partially labeled (PL) target domain scenar…
cs.LG2025
Multi-output Classification for Compound Fault Diagnosis in Motor under Partially Labeled Target Domain
Wonjun Yi, Yong-Hwa Park
This study presents a novel multi-output classification (MOC) framework designed for domain adaptation in fault diagnosis, addressing challenges posed by partially labeled (PL) tar…