Articles with "lightgbm" as a keyword



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LightGBM-Based Fault Diagnosis of Rotating Machinery Under Changing Working Conditions Using Modified Recursive Feature Elimination

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Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3195939

Abstract: This article presents an intelligent and accurate framework for fault diagnosis of induction motors using light gradient boosting machine (LightGBM). The proposed framework offers promising generalization ability when the testing data contains new unseen operating… read more here.

Keywords: recursive feature; fault diagnosis; lightgbm; feature ... See more keywords