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Stacked Ensemble of Extremely Interpretable Takagi-Sugeno-Kang Fuzzy Classifiers for High-Dimensional Data Journal article
Li, Yuchen, Zhou, Erhao, Vong, Chi Man, Wang, Shitong. Stacked Ensemble of Extremely Interpretable Takagi-Sugeno-Kang Fuzzy Classifiers for High-Dimensional Data[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2025.
Authors:  Li, Yuchen;  Zhou, Erhao;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.7 | Submit date：2025/01/22
Extreme Interpretability  Feature Selection  Stacked Generalization  Takagi-sugeno-kang (Tsk) Fuzzy System  
Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules with Gradient Guided Learning Journal article
Gu, Suhang, Vong, Chi Man, Wong, Pak Kin, Wang, Shitong. Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules with Gradient Guided Learning[J]. IEEE Transactions on Fuzzy Systems, 2022, 30(6), 1967-1980.
Authors:  Gu, Suhang;  Vong, Chi Man;  Wong, Pak Kin;  Wang, Shitong
Favorite | TC[WOS]:11 TC[Scopus]:15  IF:10.7/9.7 | Submit date：2022/05/13
Adversarial Takagi–sugeno–kang (Tsk) Fuzzy Classifier  Deep Fuzzy Classifiers  Fuzzy Rules  Gradient Guided Learning  Large-scale Datasets  Stacked Generalization Principle  
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]:13 TC[Scopus]:11  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