已发表的部分论文:
[1]T. Zhou, F.L. Chung, S. Wang. Deep TSK fuzzy classifier with stacked generalization and triplely concise interpretability guarantee for large data. IEEE Transactions on Fuzzy Systems, 2017, 25(5): 1207-1221.(Q1, 中科院1区,TOP,IF=12.029)
[2]T. Zhou, H. Ishibuchi, S. Wang. Stacked blockwise combination of interpretable TSK fuzzy classifiers by negative correlation learning. IEEE Transactions on Fuzzy Systems, 2018, 26(6): 3327-3341.(Q1, 中科院1区,TOP,IF=12.029)
[3]T. Zhou, G. Wang, K.S. Choi, S. Wang. A two-view deep interpretable TSK fuzzy classifier under mutually teachable classification criterion. Information Sciences, 2024, 665(120388):1-17.(Q1, 中科院1区,TOP,IF=8.1)
[4]T. Zhou, G.Wang, K.S. Choi and S. Wang. Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 7(5):1458-1469.(Q1, 中科院2区,IF=5.3, 人工智能顶刊)
[5]T. Zhou, Y. Zhou, and J.Cai, Hierarchical Fuzzy Inference System Quantifiable-rule-based of Radiation Dermatitis with Linguistically Refined Features-Driven, Human-centric Computing and Information Sciences, 2024.(Q1, 中科院1区,TOP,IF=6.6)
[6]T. Zhou, H. Ishibuchi, S. Wang. Stacked-structure-based hierarchical Takagi-Sugeno-Kang fuzzy classification through feature augmentation. IEEE Transactions on Emerging Topics in Computational Intelligence, 2017, 1(6):421-436.(Q1,中科院2区,IF=5.3, 人工智能顶刊)
[7]T. Zhou; Y. Zhou; S. Gao; Quantitative-integration-based TSK fuzzy classification through improving the consistency of multi-hierarchical structure, Applied Soft Computing, 2021, 106: 107350.(Q1, 中科院2区,TOP, IF=8.263)
[8]W. Xue; T. Zhou; J. Cai, Horizontal Progressive and longitudinal leapfrogging fuzzy classification with feature activity adjustment, Applied Soft Computing, 2022, 119: 108511.(Q1, 中科院2区,TOP, IF=8.263)
[9]R. Ni, T. Zhou, G. Ren, Y. Zhang,Deep learning-based automatic assessment of radiation dermatitis in patients with nasopharyngeal carcinoma, International Journal of Radiation Oncology Biology Physics, 2022, 111:685-694.(Q1, 中科院1区,TOP, IF=8.013, 红皮期刊,肿瘤放疗领域顶刊)
[10]G. Wang, T. Zhou, K.S. Choi, and J.Lu, A Deep-Ensemble-Level-Based Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Imbalanced Data, IEEE Transactions on Cybernetics, 2022, 52(5):3805-3818.(Q1, 中科院1区,TOP,IF=19.118)