Concise fuzzy system modeling integrating soft subspace clustering and sparse learning P Xu, Z Deng, C Cui, T Zhang, KS Choi, S Gu, J Wang, S Wang IEEE Transactions on Fuzzy Systems 27 (11), 2176-2189, 2019 | 36 | 2019 |
Multi-view clustering with the cooperation of visible and hidden views Z Deng, R Liu, P Xu, KS Choi, W Zhang, X Tian, T Zhang, L Liang, B Qin, ... IEEE Transactions on Knowledge and Data Engineering 34 (2), 803-815, 2020 | 31 | 2020 |
Multiview fuzzy logic system with the cooperation between visible and hidden views T Zhang, Z Deng, D Wu, S Wang IEEE Transactions on Fuzzy Systems 27 (6), 1162-1173, 2018 | 21 | 2018 |
Robust TSK fuzzy system based on semisupervised learning for label noise data T Zhang, Z Deng, H Ishibuchi, LM Pang IEEE Transactions on Fuzzy Systems 29 (8), 2145-2157, 2020 | 15 | 2020 |
Incomplete multiple view fuzzy inference system with missing view imputation and cooperative learning W Zhang, Z Deng, T Zhang, KS Choi, J Wang, S Wang IEEE Transactions on Fuzzy Systems 30 (8), 3038-3051, 2021 | 13 | 2021 |
Robust extreme learning fuzzy systems using ridge regression for small and noisy datasets T Zhang, Z Deng, KS Choi, J Liu, S Wang 2017 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-7, 2017 | 13 | 2017 |
Transductive multiview modeling with interpretable rules, matrix factorization, and cooperative learning W Zhang, Z Deng, J Wang, KS Choi, T Zhang, X Luo, H Shen, W Ying, ... IEEE Transactions on Cybernetics 52 (10), 11226-11239, 2021 | 6 | 2021 |
Generalized Hidden-Mapping Minimax Probability Machine for the training and reliability learning of several classical intelligent models Z Deng, J Chen, T Zhang, L Cao, S Wang Information Sciences 436, 302-319, 2018 | 6 | 2018 |
Counterfactual rule generation for fuzzy rule-based classification systems T Zhang, C Wagner, JM Garibaldi 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2022 | 3 | 2022 |
Enhanced multiview fuzzy clustering using double visible-hidden view cooperation and network LASSO constraint Z Deng, L Liang, H Yang, W Zhang, Q Lou, KS Choi, T Zhang, J Zhou, ... IEEE Transactions on Fuzzy Systems 30 (11), 4965-4979, 2022 | 3 | 2022 |
Learning causal fuzzy logic rules by leveraging markov blankets T Zhang, C Wagner 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021 | 3 | 2021 |
One-step multiview fuzzy clustering with collaborative learning between common and specific hidden space information W Zhang, Z Deng, T Zhang, KS Choi, S Wang IEEE Transactions on Neural Networks and Learning Systems, 2023 | 2 | 2023 |
TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification W Zhang, Z Deng, Q Lou, T Zhang, KS Choi, S Wang arXiv preprint arXiv:2110.05610, 2021 | 2 | 2021 |
Multi-View fuzzy clustering with the alternative learning between shared hidden space and partition Z Deng, C Cui, P Xu, L Liang, H Chen, T Zhang, S Wang arXiv preprint arXiv:1908.04771, 2019 | 2 | 2019 |
Takagi-Sugeno-Kang Fuzzy System Towards Label-scarce Incomplete Multi-View Data Classification W Zhang, Z Deng, Q Lou, T Zhang, KS Choi, S Wang Information Sciences 647, 119466, 2023 | 1 | 2023 |
Multi-view Fuzzy Representation Learning with Rules based Model W Zhang, Z Deng, T Zhang, KS Choi, S Wang IEEE Transactions on Knowledge and Data Engineering, 2023 | 1 | 2023 |
Towards Causal Fuzzy System Rules Using Causal Direction T Zhang, J Ying, C Wagner, JM Garibaldi 2023 IEEE International Conference on Fuzzy Systems (FUZZ), 1-6, 2023 | | 2023 |
Multi-view Clustering with the Cooperation of Visible and Hidden Views R Liu, Z Deng, T Zhang, P Xu, KS Choi, B Qin, S Wang | | |