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Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification Journal article
Cai, Yuying, Li, Jinfeng, Liu, Baodi, Cao, Weijia, Chen, Honglong, Liu, Weifeng. Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification[J]. Neural Processing Letters, 2022.
Authors:  Cai, Yuying;  Li, Jinfeng;  Liu, Baodi;  Cao, Weijia;  Chen, Honglong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.6/2.4 | Submit date：2022/08/05
Dictionary Learning  Domain Adaptation  Maximum Mean Discrepancy (Mmd)  Nyström Method  Sparse Representation  
A fault diagnosis method for wind turbines with limited labeled data based on balanced joint adaptive network Journal article
Zhang, Guangyao, Li, Yanting, Jiang, Wenbo, Shu, Lianjie. A fault diagnosis method for wind turbines with limited labeled data based on balanced joint adaptive network[J]. Neurocomputing, 2022, 481, 133-153.
Authors:  Zhang, Guangyao;  Li, Yanting;  Jiang, Wenbo;  Shu, Lianjie
Favorite | TC[WOS]:27 TC[Scopus]:31  IF:5.5/5.5 | Submit date：2022/05/04
Domain Adaptation  Fault Diagnosis  Lstm  Mmd  Scada  Transfer Learning  Wind Turbine  
Unified Cross-domain Classification via Geometric and Statistical Adaptations Journal article
Weifeng Liu, Jinfeng Li, Baodi Liu, Weili Guan, Yicong Zhou, Changsheng Xu. Unified Cross-domain Classification via Geometric and Statistical Adaptations[J]. Pattern Recognition, 2021, 110, 107658.
Authors:  Weifeng Liu;  Jinfeng Li;  Baodi Liu;  Weili Guan;  Yicong Zhou; et al.
Favorite | TC[WOS]:24 TC[Scopus]:26  IF:7.5/7.6 | Submit date：2021/12/07
Domain Adaptation  Geometric Adaptation  Maximum Mean Discrepancy (Mmd)  Nyström Method  Statistical Adaptation  
Domain Adaptation with Few Labeled Source Samples by Graph Regularization Journal article
Li, Jinfeng, Liu, Weifeng, Zhou, Yicong, Tao, Dapeng, Nie, Liqiang. Domain Adaptation with Few Labeled Source Samples by Graph Regularization[J]. Neural Processing Letters, 2019, 51(1), 23-39.
Authors:  Li, Jinfeng;  Liu, Weifeng;  Zhou, Yicong;  Tao, Dapeng;  Nie, Liqiang
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:2.6/2.4 | Submit date：2021/12/06
Domain Adaptation  Graph Regularization  Manifold Learning  Maximum Mean Discrepancy (Mmd)  Transfer Learning