Novel algorithms of attribute reduction for variable precision rough set. - Yanyan Yang 001; Degang Chen 002; Sam Kwong (ICMLC, 2011)

Improved Algorithm and Further Research of β -reduct for variable precision rough set. - Yanyan Yang 001; Degang Chen 002 (GrC, 2012)

A new method of attribute reduction for covering rough sets. - Wan-Lv Li; Degang Chen 002; Yanyan Yang 001 (ICMLC, 2012)

Parameterized Local Reduction of Decision Systems. - Degang Chen 002; Yanyan Yang 001; Xiao Zhang 012 (J. Appl. Math., 2012)

A new algorithm of attribute reduction based on fuzzy clustering. - Min Zhang; Degang Chen 002; Yanyan Yang 001 (ICMLC, 2013)

Novel algorithms of attribute reduction with variable precision rough set model. - Yanyan Yang 001; Degang Chen 002; Ze Dong (Neurocomputing, 2014)

Attribute Reduction for Heterogeneous Data Based on the Combination of Classical and Fuzzy Rough Set Models. - Degang Chen 002; Yanyan Yang 001 (IEEE Trans. Fuzzy Syst., 2014)

Novel Multi-output Support Vector Regression Model via Double Regularization. - Yanyan Yang 001; Degang Chen 002; Ze Dong (SMC, 2015)

An incremental algorithm for attribute reduction with variable precision rough sets. - Degang Chen 002; Yanyan Yang 001; Ze Dong (Appl. Soft Comput., 2016)

Fast algorithms of attribute reduction for covering decision systems with minimal elements in discernibility matrix. - Ze Dong; Ming Sun; Yanyan Yang 001 (Int. J. Mach. Learn. Cybern., 2016)

Fuzzy rough set based incremental attribute reduction from dynamic data with sample arriving. - Yanyan Yang 001; Degang Chen 002; Hui Wang 001; Eric C. C. Tsang; Deli Zhang (Fuzzy Sets Syst., 2017)

Active Sample Selection Based Incremental Algorithm for Attribute Reduction With Rough Sets. - Yanyan Yang 001; Degang Chen 002; Hui Wang 001 (IEEE Trans. Fuzzy Syst., 2017)

A Fast Feature Selection Algorithm by Accelerating Computation of Fuzzy Rough Set-Based Information Entropy. - Xiao Zhang 012; Xia Liu; Yanyan Yang 001 (Entropy, 2018)

A fuzzy rough set-based feature selection method using representative instances. - Xiao Zhang 012; Changlin Mei; Degang Chen 002; Yanyan Yang 001 (Knowl. Based Syst., 2018)

Incremental Perspective for Feature Selection Based on Fuzzy Rough Sets. - Yanyan Yang 001; Degang Chen 002; Hui Wang 001; Xizhao Wang (IEEE Trans. Fuzzy Syst., 2018)

Discernible neighborhood counting based incremental feature selection for heterogeneous data. - Yanyan Yang 001; Shiji Song; Degang Chen 002; Xiao Zhang 012 (Int. J. Mach. Learn. Cybern., 2020)

Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy. - Xiao Zhang 012; Changlin Mei; Degang Chen 002; Yanyan Yang 001; Jinhai Li (IEEE Trans. Fuzzy Syst., 2020)

Towards improved multifactorial particle swarm optimization learning of fuzzy cognitive maps: A case study on air quality prediction. - Weiling Liang; Yingjun Zhang; Xiaoqian Liu; Hui Yin 002; Jingping Wang; Yanyan Yang 001 (Appl. Soft Comput., 2022)

Incremental feature selection by sample selection and feature-based accelerator. - Yanyan Yang 001; Degang Chen 002; Xiao Zhang 012; Zhenyan Ji; Yingjun Zhang (Appl. Soft Comput., 2022)

Covering rough set-based incremental feature selection for mixed decision system. - Yanyan Yang 001; Degang Chen 002; Xiao Zhang 012; Zhenyan Ji (Soft Comput., 2022)

Instance and Feature Selection Using Fuzzy Rough Sets: A Bi-Selection Approach for Data Reduction. - Xiao Zhang 012; Changlin Mei; Jinhai Li; Yanyan Yang 001; Ting Qian (IEEE Trans. Fuzzy Syst., 2023)

A two-way accelerator for feature selection using a monotonic fuzzy conditional entropy. - Yanyan Yang 001; Degang Chen 002; Zhenyan Ji; Xiao Zhang 012; Lianjie Dong (Fuzzy Sets Syst., 2024)

A fuzzy rough set-based undersampling approach for imbalanced data. - Xiao Zhang 012; Zhaoqian He; Yanyan Yang 001 (Int. J. Mach. Learn. Cybern., 2024)

Bi-Selection of Instances and Features Based on Neighborhood Importance Degree. - Xiao Zhang 012; Zhaoqian He; Jinhai Li; Changlin Mei; Yanyan Yang 001 (IEEE Trans. Big Data, 2024)

Long-Term Interpretable Air Quality Trend Forecasting via Directed Interval Fuzzy Cognitive Maps. - Xiaoqian Liu; Yingjun Zhang; Hui Wang 001; Sipei Qin; Zhenhua Zhang; Yanyan Yang 001; Jingping Wang (IEEE Trans. Fuzzy Syst., 2024)