卞则康

基本信息

卞则康，博士，讲师。2022年于江南大学人工智能与计算机学院轻工信息技术专业获博士学位，同年任职于江南大学人工智能与计算机学院。

研究方向：可信/可解释性/不确定性人工智能，计算智能（模糊计算），可解释集成学习，机器学习与人工智能。

专业型研究生招生专业：软件工程，人工智能

奖项荣誉：（1）获2023年江苏省优秀博士学位论文；（2）获2019年江苏省优秀硕士专业学位论文。

主持项目：（1）主持一项国家自然科学青年基金和无锡市基础研究基金：（2）以主要成员身份参与国家自然科学基金、联合基金以及面上基金等多项国家级项目。

研究成果及代表性论文

近年来，作为第一作者/相关作者在相关领域国内外主流期刊发表论文10余篇，包括ACM/IEEE Trans顶刊系列期刊（IEEE TNNLS, IEEE TCYB和IEEE TFS），Information Fusion等，同时担任多个国际权威期刊和会议的常用审稿人。代表论文如下：

[第一作者]
1. Zekang Bian (卞则康), Jia Qu, Jie Zhou, Zhibin Jiang, Shitong Wang, “Weighted adaptively ensemble clustering method based on fuzzy Co-association matrix,”Information Fusion, 2024, 103: 102099. (中科院一区，顶刊，IF=18.6 )

2. Zekang Bian (卞则康), Jin Zhang, Fu-Lai Chung and Shitong Wang, “Residual Sketch Learning for a Feature-importance-based and Linguistically Interpretable Ensemble Classifier”,IEEE Transactions on Neural Networks and Learning Systems, 2023,在线(中科院一区，顶刊，IF=10.4 )
3. Zekang Bian (卞则康), Jin Zhang, Yusuke Nojima, Fu-lai Chung and Shitong Wang, “Hybrid-ensemble-based interpretable TSK fuzzy classifier for imbalanced data”,Information Fusion, 2023, 98: 101845. (中科院一区，顶刊，IF=18.6)
4. Zekang Bian (卞则康), Fu-Lai Chung and Shitong Wang, “Enhanced Fuzzy Random Forest by Using Doubly Randomness and Copying from Dynamic Dictionary Attributes”,IEEE Transactions on Fuzzy Systems，2022, 30(10):4369-4383. (中科院一区，顶刊，IF=11.9)
5. Zekang Bian (卞则康), Chi Man Vong, Pak Kin Wong and Shitong Wang, “Fuzzy KNN Method With Adaptive Nearest Neighbors,”IEEE Transactions on Cybernetics, 2022, 52(6): 5380-5393. (中科院一区，顶刊，IF=11.8)
6. Zekang Bian (卞则康), Fu-Lai Chung and Shitong Wang, “Fuzzy Density Peaks Clustering,”IEEE Transactions on Fuzzy Systems, 2021, 29(7):1725-1738. (中科院一区，顶刊，IF=11.9)
7. Zekang Bian (卞则康), Hisao Ishibuchi and Shitong Wang, “Joint Learning of Spectral Clustering Structure and Fuzzy Similarity Matrix of Data,”IEEE Transactions on Fuzzy Systems, 2019, 27(1): 31-44. (中科院一区，顶刊，IF=11.9)
8.卞则康,张进,王士同.面向不平衡数据的深度TSK模糊分类器[J].模式识别与人工智能,2023,36(03):211-224.
9.卞则康,张进,王士同.基于类标感知的KNN分类算法[J].模式识别与人工智能,2021,34(10):873-884.

[通讯作者]
1. Jiawei Lin., Zekang Bian*(卞则康), Shitong Wang. Deep adversarial reconstruction classification network for unsupervised domain adaptation.International Journal of Machine Learning and Cybernetics. 2023.(中科院三区，IF=5.6)

[第二作者]
1. Jin Zhang, Zekang Bian (卞则康), Shitong Wang, “Shared Style Linear k Nearest Neighbor Classification Method”,Expert Systems With Applications. 2023 (中科院一区,IF=8.5)
2. Jin Zhang, Zekang Bian (卞则康), Shitong Wang, “Style linear k-nearest neighbor classification method”,Applied Soft Computing. 2023 (中科院一区,IF=8.7)
3. Jin Zhang, Zekang Bian (卞则康), Shitong Wang, “Bayes-decisive Linear KNN with Adaptive Nearest Neighbors”,International Journal of Intelligent Systems. 2023(中科院二区,IF=7.0)
4. Jin Zhang, Zekang Bian(卞则康), Shitong Wang,“Self-paced and Bayes-decision-rule linear KNN prediction”.International Journal of Machine Learning and Cybernetics. 2022,13: 3267–3283.（中科院三区,IF=5.6）
5. Zhibin Jiang, Zekang Bian(卞则康), Shitong Wang,“Multi-view local linear KNN classification: theoretical and experimental studies on image classification”.International Journal of Machine Learning and Cybernetics, 2020, 11(3): 525-543.（中科院三区,IF=5.6）

联系方式：zekang_bian@jiangnan.edu.cn