Dual-Weight Consistency-Induced Partial Domain Adaptation Network for Intelligent Fault Diagnosis of Machinery
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DOI: 10.1109/tim.2022.3196948
Abstract: Domain adaptation (DA)-based methods have been broadly developed for cross-domain fault diagnosis of machinery, in which the target and source label spaces are identical. However, a more challenging and practical diagnostic scenario in which the… read more here.
Keywords: weight consistency; consistency induced; dual weight; domain ... See more keywords
Dual-weight local linear embedding algorithm based on adaptive neighborhood
Sign Up to like & getrecommendations! Published in 2022 at "Transactions of the Institute of Measurement and Control"
DOI: 10.1177/01423312221131848
Abstract: Local linear embedding (LLE) algorithm mainly depends on local structures to extract significant features; however, the local structures are sensitive to the selection of neighborhood parameters. To solve this problem, the dual-weight local linear embedding… read more here.
Keywords: local linear; linear embedding; dual weight; algorithm ... See more keywords