Yanyan Yang

According to our database, Yanyan Yang authored at least 24 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bi-Selection of Instances and Features Based on Neighborhood Importance Degree.

Xiao Zhang, Zhaoqian He, Jinhai Li, Changlin Mei, Yanyan Yang

IEEE Trans. Big Data, August, 2024

A fuzzy rough set-based undersampling approach for imbalanced data.

Xiao Zhang, Zhaoqian He, Yanyan Yang

Int. J. Mach. Learn. Cybern., July, 2024

A two-way accelerator for feature selection using a monotonic fuzzy conditional entropy.

Yanyan Yang, Degang Chen, Zhenyan Ji, Xiao Zhang, Lianjie Dong

Fuzzy Sets Syst., 2024

2023

Instance and Feature Selection Using Fuzzy Rough Sets: A Bi-Selection Approach for Data Reduction.

Xiao Zhang, Changlin Mei, Jinhai Li, Yanyan Yang, Ting Qian

IEEE Trans. Fuzzy Syst., June, 2023

2022

Covering rough set-based incremental feature selection for mixed decision system.

Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji

Soft Comput., 2022

Incremental feature selection by sample selection and feature-based accelerator.

Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji, Yingjun Zhang

Appl. Soft Comput., 2022

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, Jingping Wang, Yanyan Yang

Appl. Soft Comput., 2022

2020

Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy.

Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang, Jinhai Li

IEEE Trans. Fuzzy Syst., 2020

Discernible neighborhood counting based incremental feature selection for heterogeneous data.

Yanyan Yang, Shiji Song, Degang Chen, Xiao Zhang

Int. J. Mach. Learn. Cybern., 2020

2018

Incremental Perspective for Feature Selection Based on Fuzzy Rough Sets.

Yanyan Yang, Degang Chen, Hui Wang, Xizhao Wang

IEEE Trans. Fuzzy Syst., 2018

A fuzzy rough set-based feature selection method using representative instances.

Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang

Knowl. Based Syst., 2018

A Fast Feature Selection Algorithm by Accelerating Computation of Fuzzy Rough Set-Based Information Entropy.

Xiao Zhang, Xia Liu, Yanyan Yang

Entropy, 2018

2017

Active Sample Selection Based Incremental Algorithm for Attribute Reduction With Rough Sets.

Yanyan Yang, Degang Chen, Hui Wang

IEEE Trans. Fuzzy Syst., 2017

Fuzzy rough set based incremental attribute reduction from dynamic data with sample arriving.

Yanyan Yang, Degang Chen, Hui Wang, Eric C. C. Tsang, Deli Zhang

Fuzzy Sets Syst., 2017

2016

Fast algorithms of attribute reduction for covering decision systems with minimal elements in discernibility matrix.

Ze Dong, Ming Sun, Yanyan Yang

Int. J. Mach. Learn. Cybern., 2016

An incremental algorithm for attribute reduction with variable precision rough sets.

Degang Chen, Yanyan Yang, Ze Dong

Appl. Soft Comput., 2016

2015

Novel Multi-output Support Vector Regression Model via Double Regularization.

Yanyan Yang, Degang Chen, Ze Dong

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014

Attribute Reduction for Heterogeneous Data Based on the Combination of Classical and Fuzzy Rough Set Models.

Degang Chen, Yanyan Yang

IEEE Trans. Fuzzy Syst., 2014

Novel algorithms of attribute reduction with variable precision rough set model.

Yanyan Yang, Degang Chen, Ze Dong

Neurocomputing, 2014

2013

A new algorithm of attribute reduction based on fuzzy clustering.

Min Zhang, Degang Chen, Yanyan Yang

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012

Parameterized Local Reduction of Decision Systems.

Degang Chen, Yanyan Yang, Xiao Zhang

J. Appl. Math., 2012

A new method of attribute reduction for covering rough sets.

Wan-Lv Li, Degang Chen, Yanyan Yang

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Improved Algorithm and Further Research of β -reduct for variable precision rough set.

Yanyan Yang, Degang Chen

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

2011

Novel algorithms of attribute reduction for variable precision rough set.

Yanyan Yang, Degang Chen, Sam Kwong

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011