Ta Zhou

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Fuzzy Classifier

Disease Diagnosis

Fuzzy Inference

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

IEEE Trans. Fuzzy Syst.

Appl. Soft Comput.

Publications

Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang
A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion. Inf. Sci. 665 (2024)
Jin Cao, Ta Zhou, Shaohua Zhi, Saikit Lam, Ge Ren, Yuanpeng Zhang, Yongqiang Wang, Yanjing Dong, Jing Cai
Fuzzy inference system with interpretable fuzzy rules: Advancing explainable artificial intelligence for disease diagnosis - A comprehensive review. Inf. Sci. 662 (2024)
Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding
Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels. Inf. Fusion 101 (2024)
Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang
Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (2023)
Jiabao Sheng, Saikit Lam, Ta Zhou, Jiang Zhang, Yuanpeng Zhang, Jing Cai
Multi-Kernel Fusion with Fuzzy Label Relaxation for Predicting Distant Metastasis in Nasopharyngeal Carcinoma. DSP (2023)
Wei Xue, Ta Zhou, Jing Cai
Horizontal progressive and longitudinal leapfrogging fuzzy classification with feature activity adjustment. Appl. Soft Comput. 119 (2022)
Guanjin Wang, Ta Zhou, Kup-Sze Choi, Jie Lu
A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Imbalanced Data. IEEE Trans. Cybern. 52 (5) (2022)
Ta Zhou, Yi Zhou, Shang Gao
Quantitative-integration-based TSK fuzzy classification through improving the consistency of multi-hierarchical structure. Appl. Soft Comput. 106 (2021)
Haifeng Fang, Jin Cao, Lihua Cai, Ta Zhou, MingQiang Wang
The recognition of plastic bottle using linear multi hierarchical SVM classifier. J. Intell. Fuzzy Syst. 40 (6) (2021)
Chengmin Zhou, Mengnan Yu, Ta Zhou
Experimental study on three-dimensional shape mapping of complex furniture. EURASIP J. Image Video Process. 2018 (2018)
Ta Zhou, Hisao Ishibuchi, Shitong Wang
Stacked Blockwise Combination of Interpretable TSK Fuzzy Classifiers by Negative Correlation Learning. IEEE Trans. Fuzzy Syst. 26 (6) (2018)
Ta Zhou, Hisao Ishibuchi, Shitong Wang
Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation. IEEE Trans. Emerg. Top. Comput. Intell. 1 (6) (2017)
Ta Zhou, Fu-Lai Chung, Shitong Wang
Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data. IEEE Trans. Fuzzy Syst. 25 (5) (2017)
Yong Wang, Ta Zhou
An optimization method of distribution of banking outlets and its applied research. J. Comput. Methods Sci. Eng. 15 (3) (2015)