Ta Zhou

22 papers B 1Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fully & partially-transmitted-rule fusion: A novel hierarchical fuzzy classification with application to nasopharyngeal cancer's metastasis prediction.
Fuzzy Sets Syst.
Ta Zhou, Yuanqing Yang, Wei Yan, Weiqin Liu, Xibei Yang, Weiping Ding, Jing Cai, Shitong Wang
2025 J jnl
A Hierarchical Fuzzy Classifier for Radiation Dermatitis Diagnosis Based on Rule-Feature Reconstruction and Specific Approximation.
Int. J. Pattern Recognit. Artif. Intell.
Wei Yan, Jin Cao, Jia Zhai, Ta Zhou
2025 J jnl
A Lightweight TSK Fuzzy Classifier With Quantitative Equivalent Fuzzy Rules via Adaptive Weighting.
IEEE Trans. Fuzzy Syst.
Jin Cao, Ta Zhou, Saikit Lam, Yuanpeng Zhang, Jiang Zhang, Xinyu Fan, Defeng Sun, Jing Cai
2025 J jnl
A Temporal Multi-View Fuzzy Classifier for Fusion Identification on Epileptic Brain Network.
IEEE Trans. Fuzzy Syst.
Zhengxin Xia, Wei Xue, Jia Zhai, Ta Zhou, Chong Su
2025 B conf
DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks.
IJCNN
Xiang Wang, Hui Xu, Jing Cai, Ta Zhou, Xibei Yang, Wei Xue
2025 J jnl
Feature-targeted deep learning framework for pulmonary tumorous Cone-beam CT (CBCT) enhancement with multi-task customized perceptual loss and feature-guided CycleGAN.
Comput. Medical Imaging Graph.
Jiarui Zhu, Hongfei Sun, Weixing Chen, Shaohua Zhi, Chenyang Liu, Mayang Zhao, Yuanpeng Zhang, Ta Zhou, Yu Lap Lam, Tao Peng, Jing Qin, Lina Zhao, Jing Cai, Ge Ren
2025 J jnl
Improved two-view interactional fuzzy learning based on mutual-rectification and knowledge-mergence.
Neural Networks
Ta Zhou, Wei Yan, Zhengxin Xia, Shuihua Wang, Ge Ren, Bing Li, Weiping Ding, Jing Cai
2024 J jnl
A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion.
Inf. Sci.
Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang
2024 J jnl
Deep Reconciled and Self-Paced TSK Fuzzy System Ensemble for Imbalanced Data Classification: Architecture, Interpretability, and Theory.
IEEE Trans. Fuzzy Syst.
Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Ge Ren, Saikit Lam, Weiping Ding, Jing Cai
2024 J jnl
Fuzzy inference system with interpretable fuzzy rules: Advancing explainable artificial intelligence for disease diagnosis - A comprehensive review.
Inf. Sci.
Jin Cao, Ta Zhou, Shaohua Zhi, Saikit Lam, Ge Ren, Yuanpeng Zhang, Yongqiang Wang, Yanjing Dong, Jing Cai
2024 J jnl
Takagi-Sugeno-Kang fuzzy system fusion: A survey at hierarchical, wide and stacked levels.
Inf. Fusion
Yuanpeng Zhang, Guanjin Wang, Ta Zhou, Xiuyu Huang, Saikit Lam, Jiabao Sheng, Kup-Sze Choi, Jing Cai, Weiping Ding
2023 — conf
Multi-Kernel Fusion with Fuzzy Label Relaxation for Predicting Distant Metastasis in Nasopharyngeal Carcinoma.
DSP
Jiabao Sheng, Saikit Lam, Ta Zhou, Jiang Zhang, Yuanpeng Zhang, Jing Cai
2023 J jnl
Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage.
IEEE Trans. Emerg. Top. Comput. Intell.
Ta Zhou, Guanjin Wang, Kup-Sze Choi, Shitong Wang
2022 J jnl
A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Imbalanced Data.
IEEE Trans. Cybern.
Guanjin Wang, Ta Zhou, Kup-Sze Choi, Jie Lu
2022 J jnl
Horizontal progressive and longitudinal leapfrogging fuzzy classification with feature activity adjustment.
Appl. Soft Comput.
Wei Xue, Ta Zhou, Jing Cai
2021 J jnl
Quantitative-integration-based TSK fuzzy classification through improving the consistency of multi-hierarchical structure.
Appl. Soft Comput.
Ta Zhou, Yi Zhou, Shang Gao
2021 J jnl
The recognition of plastic bottle using linear multi hierarchical SVM classifier.
J. Intell. Fuzzy Syst.
Haifeng Fang, Jin Cao, Lihua Cai, Ta Zhou, Mingqiang Wang
2018 J jnl
Experimental study on three-dimensional shape mapping of complex furniture.
EURASIP J. Image Video Process.
Chengmin Zhou, Mengnan Yu, Ta Zhou
2018 J jnl
Stacked Blockwise Combination of Interpretable TSK Fuzzy Classifiers by Negative Correlation Learning.
IEEE Trans. Fuzzy Syst.
Ta Zhou, Hisao Ishibuchi, Shitong Wang
2017 J jnl
Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data.
IEEE Trans. Fuzzy Syst.
Ta Zhou, Fu-Lai Chung, Shitong Wang
2017 J jnl
Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation.
IEEE Trans. Emerg. Top. Comput. Intell.
Ta Zhou, Hisao Ishibuchi, Shitong Wang
2015 J jnl
An optimization method of distribution of banking outlets and its applied research.
J. Comput. Methods Sci. Eng.
Yong Wang, Ta Zhou