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KDCTime: Knowledge distillation with calibration on InceptionTime for time-series classification Journal article
Gong, Xueyuan, Si, Yain Whar, Tian, Yongqi, Lin, Cong, Zhang, Xinyuan, Liu, Xiaoxiang. KDCTime: Knowledge distillation with calibration on InceptionTime for time-series classification[J]. Information Sciences, 2022, 613, 184-203.
Authors:  Gong, Xueyuan;  Si, Yain Whar;  Tian, Yongqi;  Lin, Cong;  Zhang, Xinyuan; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:0/0 | Submit date:2022/11/07
Time-series Classification  Deep Neural Networks  Inceptiontime  Overfitting  Knowledge Distillation  
Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission Journal article
Runshan Xie, Chi-Man Vong, C. L. Philip Chen, Shitong Wang. Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, 6(6), 1378-1395.
Authors:  Runshan Xie;  Chi-Man Vong;  C. L. Philip Chen;  Shitong Wang
Favorite | TC[WOS]:12 TC[Scopus]:10  IF:5.3/5.7 | Submit date:2022/05/17
Broad Learning System (Bls)  Stacked Structure  Simple Linear Models  Learning Algorithms  Overfitting  Co-adaption  Generalization