Yanyan Yang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Information Entropy

Feature Selection

Discernibility Matrix

Top Venues

IEEE Trans. Fuzzy Syst.

Int. J. Mach. Learn. Cybern.

Appl. Soft Comput.

Fuzzy Sets Syst.

Publications

Xiao Zhang, Zhaoqian He, Yanyan Yang
A fuzzy rough set-based undersampling approach for imbalanced data. Int. J. Mach. Learn. Cybern. 15 (7) (2024)
Yanyan Yang, Degang Chen, Zhenyan Ji, Xiao Zhang, Lianjie Dong
A two-way accelerator for feature selection using a monotonic fuzzy conditional entropy. Fuzzy Sets Syst. 483 (2024)
Xiao Zhang, Zhaoqian He, Jinhai Li, Changlin Mei, Yanyan Yang
Bi-Selection of Instances and Features Based on Neighborhood Importance Degree. IEEE Trans. Big Data 10 (4) (2024)
Weiling Liang, Yingjun Zhang, Xiaoqian Liu, Hui Yin, Jingping Wang, Yanyan Yang
Towards improved multifactorial particle swarm optimization learning of fuzzy cognitive maps: A case study on air quality prediction. Appl. Soft Comput. 130 (2022)
Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji, Yingjun Zhang
Incremental feature selection by sample selection and feature-based accelerator. Appl. Soft Comput. 121 (2022)
Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji
Covering rough set-based incremental feature selection for mixed decision system. Soft Comput. 26 (6) (2022)
Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang, Jinhai Li
Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy. IEEE Trans. Fuzzy Syst. 28 (5) (2020)
Yanyan Yang, Shiji Song, Degang Chen, Xiao Zhang
Discernible neighborhood counting based incremental feature selection for heterogeneous data. Int. J. Mach. Learn. Cybern. 11 (5) (2020)
Xiao Zhang, Xia Liu, Yanyan Yang
A Fast Feature Selection Algorithm by Accelerating Computation of Fuzzy Rough Set-Based Information Entropy. Entropy 20 (10) (2018)
Yanyan Yang, Degang Chen, Hui Wang, Xizhao Wang
Incremental Perspective for Feature Selection Based on Fuzzy Rough Sets. IEEE Trans. Fuzzy Syst. 26 (3) (2018)
Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang
A fuzzy rough set-based feature selection method using representative instances. Knowl. Based Syst. 151 (2018)
Yanyan Yang, Degang Chen, Hui Wang
Active Sample Selection Based Incremental Algorithm for Attribute Reduction With Rough Sets. IEEE Trans. Fuzzy Syst. 25 (4) (2017)
Yanyan Yang, Degang Chen, Hui Wang, Eric C. C. Tsang, Deli Zhang
Fuzzy rough set based incremental attribute reduction from dynamic data with sample arriving. Fuzzy Sets Syst. 312 (2017)
Ze Dong, Ming Sun, Yanyan Yang
Fast algorithms of attribute reduction for covering decision systems with minimal elements in discernibility matrix. Int. J. Mach. Learn. Cybern. 7 (2) (2016)
Degang Chen, Yanyan Yang, Ze Dong
An incremental algorithm for attribute reduction with variable precision rough sets. Appl. Soft Comput. 45 (2016)
Yanyan Yang, Degang Chen, Ze Dong
Novel Multi-output Support Vector Regression Model via Double Regularization. SMC (2015)
Degang Chen, Yanyan Yang
Attribute Reduction for Heterogeneous Data Based on the Combination of Classical and Fuzzy Rough Set Models. IEEE Trans. Fuzzy Syst. 22 (5) (2014)
Yanyan Yang, Degang Chen, Ze Dong
Novel algorithms of attribute reduction with variable precision rough set model. Neurocomputing 139 (2014)
Min Zhang, Degang Chen, Yanyan Yang
A new algorithm of attribute reduction based on fuzzy clustering. ICMLC (2013)
Wan-Lv Li, Degang Chen, Yanyan Yang
A new method of attribute reduction for covering rough sets. ICMLC (2012)
Degang Chen, Yanyan Yang, Xiao Zhang
Parameterized Local Reduction of Decision Systems. J. Appl. Math. 2012 (2012)
Yanyan Yang, Degang Chen
Improved Algorithm and Further Research of β -reduct for variable precision rough set. GrC (2012)
Yanyan Yang, Degang Chen, Sam Kwong
Novel algorithms of attribute reduction for variable precision rough set. ICMLC (2011)