Yanyan Yang

Orcid: 0000-0002-7190-6489

Affiliations:
  • Tsinghua University, Department of Automation, Beijing, China
  • North China Electric Power University, School of Control and Computer Engineering, Beijing, China


According to our database1, Yanyan Yang authored at least 24 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Bi-Selection of Instances and Features Based on Neighborhood Importance Degree.
IEEE Trans. Big Data, August, 2024

A fuzzy rough set-based undersampling approach for imbalanced data.
Int. J. Mach. Learn. Cybern., July, 2024

A two-way accelerator for feature selection using a monotonic fuzzy conditional entropy.
Fuzzy Sets Syst., 2024

2023
Instance and Feature Selection Using Fuzzy Rough Sets: A Bi-Selection Approach for Data Reduction.
IEEE Trans. Fuzzy Syst., June, 2023

2022
Covering rough set-based incremental feature selection for mixed decision system.
Soft Comput., 2022

Incremental feature selection by sample selection and feature-based accelerator.
Appl. Soft Comput., 2022

Towards improved multifactorial particle swarm optimization learning of fuzzy cognitive maps: A case study on air quality prediction.
Appl. Soft Comput., 2022

2020
Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy.
IEEE Trans. Fuzzy Syst., 2020

Discernible neighborhood counting based incremental feature selection for heterogeneous data.
Int. J. Mach. Learn. Cybern., 2020

2018
Incremental Perspective for Feature Selection Based on Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst., 2018

A fuzzy rough set-based feature selection method using representative instances.
Knowl. Based Syst., 2018

A Fast Feature Selection Algorithm by Accelerating Computation of Fuzzy Rough Set-Based Information Entropy.
Entropy, 2018

2017
Active Sample Selection Based Incremental Algorithm for Attribute Reduction With Rough Sets.
IEEE Trans. Fuzzy Syst., 2017

Fuzzy rough set based incremental attribute reduction from dynamic data with sample arriving.
Fuzzy Sets Syst., 2017

2016
Fast algorithms of attribute reduction for covering decision systems with minimal elements in discernibility matrix.
Int. J. Mach. Learn. Cybern., 2016

An incremental algorithm for attribute reduction with variable precision rough sets.
Appl. Soft Comput., 2016

2015
Novel Multi-output Support Vector Regression Model via Double Regularization.
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.
IEEE Trans. Fuzzy Syst., 2014

Novel algorithms of attribute reduction with variable precision rough set model.
Neurocomputing, 2014

2013
A new algorithm of attribute reduction based on fuzzy clustering.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012
Parameterized Local Reduction of Decision Systems.
J. Appl. Math., 2012

A new method of attribute reduction for covering rough sets.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Improved Algorithm and Further Research of β -reduct for variable precision rough set.
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

2011
Novel algorithms of attribute reduction for variable precision rough set.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011


  Loading...