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Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems Journal article
Li, Yuchen, Vong, Chi Man, Chen, C. L.Phillip, Wang, Shitong. Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems[J]. Knowledge-Based Systems, 2025, 310, 112923.
Authors:  Li, Yuchen;  Vong, Chi Man;  Chen, C. L.Phillip;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Functional-link Neural Networks  Broad Learning Systems  Generalization  Expanded Enhancement Matrix Stability  Hidden Parameter Selection  
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  
Adversarial de-overlapping learning machines for supervised and semi-supervised learning Journal article
Sun, Yichen, Vong, Chi Man, Wang, Shitong. Adversarial de-overlapping learning machines for supervised and semi-supervised learning[J]. International Journal of Machine Learning and Cybernetics, 2024.
Authors:  Sun, Yichen;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.1/3.6 | Submit date：2024/11/05
Class Overlapping  Imbalanced Classification  Random Fourier Features  Semi-supervised Learning  
Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-step Wide Calculation Journal article
Xie, Runshan, Vong, Chi Man, Wang, Shitong. Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-step Wide Calculation[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32(4), 1653-1667.
Authors:  Xie, Runshan;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:10.7/9.7 | Submit date：2024/02/22
Double Interpretability (Di)  Fuzzy Apriori-based Classifiers  Generalization Capability  Hybrid Ensemble Structure  
Internally & Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee Journal article
Zhou, Erhao, Vong, Chi Man, Nojima, Yusuke, Wang, Shitong. Internally & Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee[J]. IEEE Transactions on Fuzzy Systems, 2023, 32(3), 1288-1302.
Authors:  Zhou, Erhao;  Vong, Chi Man;  Nojima, Yusuke;  Wang, Shitong
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.7/9.7 | Submit date：2024/02/22
First-order Takagi–sugeno–kang (Tsk) Fuzzy Regressor  Full Interpretability  Generalization Capability  Quintuply Diversity Guarantee  Wide-ensemble Learning  
A Fully Packaged Wideband Bandpass Power Divider Based on Four-Port Common-Mode Network Journal article
Huang,Feng, Zhu,Lei, Hu,Xianqin, Zhou,Jing, Wang,Fei, Wang,Shitong, Zhang,Gang. A Fully Packaged Wideband Bandpass Power Divider Based on Four-Port Common-Mode Network[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2023, 70(9), 3333-3337.
Authors:  Huang,Feng;  Zhu,Lei;  Hu,Xianqin;  Zhou,Jing;  Wang,Fei; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:4.0/3.7 | Submit date：2023/08/03
Common-mode Network (Cmn)  Coupled-line  Impedance  In-phase Power Divider  Liquid Crystal Polymer (Lcp)  Nonhomogeneous Media  Power Dividers  Resistors  Resonators  Topology  Wideband  Wideband Bandpass Response  
A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization Journal article
Zhou, Erhao, Vong, Chi Man, Nojima, Yusuke, Wang, Shitong. A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 31(7), 2305 - 2319.
Authors:  ; et al.
Favorite | TC[WOS]:11 TC[Scopus]:16  IF:10.7/9.7 | Submit date：2023/01/30
Entropic And Rule-stability-based Regularizer  First-order Takagi-sugeno-kang (Tsk) Fuzzy System  Fuzzy Rules  Gaussian Mixture Model (Gmm)  Generalization Performance  Interpretability  
Broader-species receptor binding and structural bases of Omicron SARS-CoV-2 to both mouse and palm-civet ACE2s Journal article
Li, Linjie, Han, Pu, Huang, Baihan, Xie, Yufeng, Li, Weiwei, Zhang, Di, Han, Pengcheng, Xu, Zepeng, Bai, Bin, Zhou, Jingya, Kang, Xinrui, Li, Xiaomei, Zheng, Anqi, Zhang, Rong, Qiao, Shitong, Zhao, Xin, Qi, Jianxun, Wang, Qihui, Liu, Kefang, Gao, George Fu. Broader-species receptor binding and structural bases of Omicron SARS-CoV-2 to both mouse and palm-civet ACE2s[J]. Cell Discovery, 2022, 8(1), 65.
Authors:  Li, Linjie;  Han, Pu;  Huang, Baihan;  Xie, Yufeng;  Li, Weiwei; et al.
Favorite | TC[WOS]:30 TC[Scopus]:32  IF:13.0/14.8 | Submit date：2022/08/02
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  
Fuzzy KNN Method With Adaptive Nearest Neighbors Journal article
Bian, Zekang, Vong, Chi Man, Wong, Pak Kin, Wang, Shitong. Fuzzy KNN Method With Adaptive Nearest Neighbors[J]. IEEE Transactions on Cybernetics, 2022, 52(6), 5380-5593.
Authors:  Bian, Zekang;  Vong, Chi Man;  Wong, Pak Kin;  Wang, Shitong
Favorite | TC[WOS]:33 TC[Scopus]:40  IF:9.4/10.3 | Submit date：2021/03/09
Decision Tree  Fuzzy K-nearest-neighbor Method (Fknn)  Nearest Neighbors  Sparse Representation/reconstruction