Ta Zhou

According to our database, Ta Zhou authored at least 15 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Reconciled and Self-Paced TSK Fuzzy System Ensemble for Imbalanced Data Classification: Architecture, Interpretability, and Theory.

Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Ge Ren, Saikit Lam, Weiping Ding, Jing Cai

IEEE Trans. Fuzzy Syst., November, 2024

Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels.

Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding

Inf. Fusion, January, 2024

A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion.

Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang

Inf. Sci., 2024

Fuzzy inference system with interpretable fuzzy rules: Advancing explainable artificial intelligence for disease diagnosis - A comprehensive review.

Jin Cao, Ta Zhou, Shaohua Zhi, Saikit Lam, Ge Ren, Yuanpeng Zhang, Yongqiang Wang, Yanjing Dong, Jing Cai

Inf. Sci., 2024

2023

Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage.

Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang

IEEE Trans. Emerg. Top. Comput. Intell., October, 2023

Multi-Kernel Fusion with Fuzzy Label Relaxation for Predicting Distant Metastasis in Nasopharyngeal Carcinoma.

Jiabao Sheng, Saikit Lam, Ta Zhou, Jiang Zhang, Yuanpeng Zhang, Jing Cai

Proceedings of the 24th International Conference on Digital Signal Processing, 2023

2022

A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Imbalanced Data.

Guanjin Wang, Ta Zhou, Kup-Sze Choi, Jie Lu

IEEE Trans. Cybern., 2022

Horizontal progressive and longitudinal leapfrogging fuzzy classification with feature activity adjustment.

Wei Xue, Ta Zhou, Jing Cai

Appl. Soft Comput., 2022

2021

The recognition of plastic bottle using linear multi hierarchical SVM classifier.

Haifeng Fang, Jin Cao, Lihua Cai, Ta Zhou, MingQiang Wang

J. Intell. Fuzzy Syst., 2021

Quantitative-integration-based TSK fuzzy classification through improving the consistency of multi-hierarchical structure.

Ta Zhou, Yi Zhou, Shang Gao

Appl. Soft Comput., 2021

2018

Stacked Blockwise Combination of Interpretable TSK Fuzzy Classifiers by Negative Correlation Learning.

Ta Zhou, Hisao Ishibuchi, Shitong Wang

IEEE Trans. Fuzzy Syst., 2018

Experimental study on three-dimensional shape mapping of complex furniture.

Chengmin Zhou, Mengnan Yu, Ta Zhou

EURASIP J. Image Video Process., 2018

2017

Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data.

Ta Zhou, Fu-Lai Chung, Shitong Wang

IEEE Trans. Fuzzy Syst., 2017

Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation.

Ta Zhou, Hisao Ishibuchi, Shitong Wang

IEEE Trans. Emerg. Top. Comput. Intell., 2017

2015

An optimization method of distribution of banking outlets and its applied research.

Yong Wang, Ta Zhou

J. Comput. Methods Sci. Eng., 2015