Publications 学术论文
2023
Rigorous non-disjoint discretization for naive Bayes
Authors: Huan Zhang, Liangxiao Jiang*, Geoffrey I. Webb**
Publication: Pattern Recognition, Vol 140, August 2023, 109554. (SCI, 中科院1区, CCF-B, IF=8.518)
Multi-view Attribute Weighted Naive Bayes
Authors: Huan Zhang, Liangxiao Jiang*, Wenjun Zhang, Chaoqun Li
Publication: IEEE Transactions on Knowledge and Data Engineering, Vol 35(7), July 2023, 7291-7302. (SCI, 中科院1区, CCF-A, IF=6.977)
一种基于特征增广的生成-判别混合模型构建方法
作者：张文钧, 蒋良孝*, 张欢, 胡成玉.
期刊：中国科学: 信息科学, 2023, 53(6): 1078-1095.（CCF-T1中文期刊）
2022
Attribute Augmented and Weighted Naive Bayes
Authors: Huan Zhang, Liangxiao Jiang*, Chaoqun Li
Publication: SCIENCE CHINA Information Sciences, Vol 65(12), December 2022, 222101. (SCI, 中科院2区, CCF-B, IF=3.306)
一种基于特征增广的生成-判别混合模型构建方法
作者：张文钧, 蒋良孝*, 张欢.
期刊：中国科学: 信息科学, 2022, 52(10): 1792-1807.（CCF-T1中文期刊）
Fine tuning attribute weighted naive Bayes
Authors: Huan Zhang, Liangxiao Jiang*
Publication: Neurocomputing, Vol 488, June 2022, Pages 402-411. (SCI, 中科院2区, CCF-C, IF=5.719)
2021
Collaboratively Weighted Naive Bayes
Authors: Huan Zhang, Liangxiao Jiang*, Chaoqun Li
Publication: Knowledge and Information Systems, Vol 63(12), December 2021, Pages 260-274. (SCI, 中科院3区, CCF-B, IF:2.822)
CS-ResNet: Cost-Sensitive Residual Convolutional Neural Network for PCB Cosmetic Defect Detection
Authors: Huan Zhang, Liangxiao Jiang*, Chaoqun Li**
Publication: Expert Systems With Applications, Vol 185, December 2021, 115673. (SCI, 中科院1区, CCF-C, IF=6.954)
一种双层贝叶斯模型: 随机森林朴素贝叶斯
作者：张文钧, 蒋良孝*, 张欢, 陈龙.
期刊：计算机研究与发展, 2021, 58(9): 2040-2051.（CCF-T1中文期刊）
Attribute and Instance Weighted Naive Bayes
Authors: Huan Zhang, Liangxiao Jiang*, Liangjun Yu
Publication: Pattern Recognition, Vol 111, March 2021, 107674. (SCI, 中科院1区, CCF-B, IF=7.196)
2020
Class-specific Attribute Value Weighting for Naive Bayes
Authors: Huan Zhang, Liangxiao Jiang*, Liangjun Yu
Publication: Information Sciences, Vol 508, January 2020, Pages 260-274. (SCI, 中科院1区, CCF-B, IF=5.542)
Gain ratio weighted inverted specific-class distance measure for nominal attributes
Authors: Fang Gong, Liangxiao Jiang*, Huan Zhang, Dianhong Wang, Xingfeng Guo
Publication: International Journal of Machine Learning and Cybernetics, Vol 11, March 2020, Pages 2237–2246.