Degang Chen

166 papers B 7C 1Misc 19Journal 133Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A fuzzy concept-cognitive learning approach via structured concept representation.
Fuzzy Sets Syst.
Jiaojiao Niu, Degang Chen, Jinhai Li
2026 J jnl
Learning from positive and unlabeled data via kernel alignment approach.
Pattern Recognit.
Jinxing Zhu, Degang Chen, Hui Wang
2025 B conf
A Multi-Granularity Fireworks Algorithm with Collaboration and Competition for Solving the Influence Maximization Problem.
CEC
Bin Hou, Guoyin Wang, Shuyin Xia, Degang Chen
2025 J jnl
Active attack and defense on attribute reduction with fuzzy rough sets.
Int. J. Mach. Learn. Cybern.
Yue Gao, Degang Chen, Hui Wang
2025 J jnl
Learning Operator-Valued Kernels From Multilabel Datesets With Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Zhenxin Wang, Degang Chen, Xiaoya Che
2025 B conf
MGO: A Multi-Granularity Optimization Algorithm Based on Granular-balls.
CEC
Bin Hou, Degang Chen, Guoyin Wang, Shuyin Xia
2025 J jnl
Matrix factorization algorithm for multi-label learning with missing labels based on fuzzy rough set.
Fuzzy Sets Syst.
Jiang Deng, Degang Chen, Hui Wang, Ruifeng Shi
2025 J jnl
Multi-label learning based on operator-valued kernels.
Int. J. Mach. Learn. Cybern.
Zhenxin Wang, Degang Chen, Xiaoya Che
2025 J jnl
On the Upper Bounds of Number of Linear Regions and Generalization Error of Deep Convolutional Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Degang Chen, Jiayu Liu, Xiaoya Che
2024 J jnl
A two-way accelerator for feature selection using a monotonic fuzzy conditional entropy.
Fuzzy Sets Syst.
Yanyan Yang, Degang Chen, Zhenyan Ji, Xiao Zhang, Lianjie Dong
2024 J jnl
ACVAE: A novel self-adversarial variational auto-encoder combined with contrast learning for time series anomaly detection.
Neural Networks
Xiaoxia Zhang, Shang Shi, Haichao Sun, Degang Chen, Guoyin Wang, Kesheng Wu
2024 J jnl
Exploiting local label correlation from sample perspective for multi-label classification via three-way decision theory.
Appl. Soft Comput.
Xiaoya Che, Degang Chen, Jiang Deng, Jusheng Mi
2024 J jnl
Optimal granularity selection based on algorithm stability with application to attribute reduction in rough set theory.
Inf. Sci.
Yue Gao, Degang Chen, Hui Wang
2024 J jnl
Optimization Attribute Reduction With Fuzzy Rough Sets Based on Algorithm Stability.
IEEE Trans. Fuzzy Syst.
Yue Gao, Degang Chen, Hui Wang, Ruifeng Shi
2024 J jnl
The concept information of graph granule with application to knowledge graph embedding.
Int. J. Mach. Learn. Cybern.
Jiaojiao Niu, Degang Chen, Yinglong Ma, Jinhai Li
2024 J jnl
Toward Embedding Ambiguity-Sensitive Graph Neural Network Explainability.
IEEE Trans. Fuzzy Syst.
Xiaofeng Liu, Yinglong Ma, Degang Chen, Ling Liu
2023 J jnl
Attribute reduction based on neighborhood constrained fuzzy rough sets.
Knowl. Based Syst.
Meng Hu, Yanting Guo, Degang Chen, Eric C. C. Tsang, Qingshuo Zhang
2023 J jnl
Fuzzy Decision Rule-Based Online Classification Algorithm in Fuzzy Formal Decision Contexts.
IEEE Trans. Fuzzy Syst.
Xiaohe Zhang, Degang Chen, Jusheng Mi
2023 J jnl
Incremental feature selection with fuzzy rough sets for dynamic data sets.
Fuzzy Sets Syst.
Lianjie Dong, Ruihong Wang, Degang Chen
2023 J jnl
Learning Instance-Level Label Correlation Distribution for Multilabel Classification With Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Xiaoya Che, Degang Chen, Jusheng Mi
2023 J jnl
Multi-kernel learning for multi-label classification with local Rademacher complexity.
Inf. Sci.
Zhenxin Wang, Degang Chen, Xiaoya Che
2023 J jnl
Online rule fusion model based on formal concept analysis.
Int. J. Mach. Learn. Cybern.
Xiaohe Zhang, Degang Chen, Jusheng Mi
2022 J jnl
A dynamic rule-based classification model via granular computing.
Inf. Sci.
Jiaojiao Niu, Degang Chen, Jinhai Li, Hui Wang
2022 J jnl
A novel approach to concept-cognitive learning in interval-valued formal contexts: a granular computing viewpoint.
Int. J. Mach. Learn. Cybern.
Meng Hu, Eric C. C. Tsang, Yanting Guo, Qingshuo Zhang, Degang Chen, Weihua Xu
2022 J jnl
A robust approach to attribute reduction based on double fuzzy consistency measure.
Knowl. Based Syst.
Yanting Guo, Meng Hu, Xizhao Wang, Eric C. C. Tsang, Degang Chen, Weihua Xu
2022 J jnl
Attribute reduction based on overlap degree and
Inf. Sci.
Meng Hu, Eric C. C. Tsang, Yanting Guo, Degang Chen, Weihua Xu
2022 J jnl
Covering rough set-based incremental feature selection for mixed decision system.
Soft Comput.
Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji
2022 J jnl
Fuzzy Multioutput Transfer Learning for Regression.
IEEE Trans. Fuzzy Syst.
Xiaoya Che, Hua Zuo, Jie Lu, Degang Chen
2022 J jnl
Fuzzy Rule-Based Classification Method for Incremental Rule Learning.
IEEE Trans. Fuzzy Syst.
Jiaojiao Niu, Degang Chen, Jinhai Li, Hui Wang
2022 J jnl
Granular computing based machine learning in the era of big data.
Inf. Sci.
Qinghua Hu, Jusheng Mi, Degang Chen
2022 J jnl
Improving nonnegative matrix factorization with advanced graph regularization.
Inf. Sci.
Xiaoxia Zhang, Degang Chen, Hong Yu, Guoyin Wang, Houjun Tang, Kesheng Wu
2022 J jnl
Incremental calculation approaches for granular reduct in formal context with attribute updating.
Int. J. Mach. Learn. Cybern.
Jiaojiao Niu, Degang Chen
2022 J jnl
Incremental feature selection by sample selection and feature-based accelerator.
Appl. Soft Comput.
Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji, Yingjun Zhang
2022 J jnl
Label correlation in multi-label classification using local attribute reductions with fuzzy rough sets.
Fuzzy Sets Syst.
Xiaoya Che, Degang Chen, Jusheng Mi
2022 J jnl
Ranking defects and solving countermeasures for Pythagorean fuzzy sets with hesitant degree.
Int. J. Mach. Learn. Cybern.
Gang Sun, Xiaoping Li, Degang Chen
2021 J jnl
A novel approach to attribute reduction based on weighted neighborhood rough sets.
Knowl. Based Syst.
Meng Hu, Eric C. C. Tsang, Yanting Guo, Degang Chen, Weihua Xu
2021 J jnl
Choquet integral Jensen's inequalities for set-valued and fuzzy set-valued functions.
Soft Comput.
Deli Zhang, Caimei Guo, Degang Chen, Guijun Wang
2021 J jnl
Covering-based variable precision L-fuzzy rough sets based on residuated lattices and corresponding applications.
Int. J. Mach. Learn. Cybern.
Haibo Jiang, Jianming Zhan, Degang Chen
2021 J jnl
Feature distribution-based label correlation in multi-label classification.
Int. J. Mach. Learn. Cybern.
Xiaoya Che, Degang Chen, Jusheng Mi
2021 Misc conf
Fuzzt Set-Based Kernel Extreme Learning Machine Autoencoder for Multi-Label Classification.
ICMLC
Qingshuo Zhang, Eric C. C. Tsang, Meng Hu, Qiang He, Degang Chen
2021 J jnl
Jensen's inequalities for set-valued and fuzzy set-valued functions.
Fuzzy Sets Syst.
Deli Zhang, Caimei Guo, Degang Chen, Guijun Wang
2021 J jnl
PROMETHEE II method based on variable precision fuzzy rough sets with fuzzy neighborhoods.
Artif. Intell. Rev.
Haibo Jiang, Jianming Zhan, Degang Chen
2020 Misc conf
A Fast Reduction Algorithm with Attribute Pre-Sort Based on Neighborhood Rough Set.
ICMLC
Meng Hu, Eric C. C. Tsang, Yanting Guo, Weihua Xu, Degang Chen
2020 J jnl
A novel approach for learning label correlation with application to feature selection of multi-label data.
Inf. Sci.
Xiaoya Che, Degang Chen, Ju-Sheng Mi
2020 J jnl
Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy.
IEEE Trans. Fuzzy Syst.
Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang, Jinhai Li
2020 J jnl
Adaptive weighted generalized multi-granulation interval-valued decision-theoretic rough sets.
Knowl. Based Syst.
Yanting Guo, Eric C. C. Tsang, Weihua Xu, Degang Chen
2020 J jnl
Discernible neighborhood counting based incremental feature selection for heterogeneous data.
Int. J. Mach. Learn. Cybern.
Yanyan Yang, Shiji Song, Degang Chen, Xiao Zhang
2020 J jnl
Feature Selection Based on Neighborhood Self-Information.
IEEE Trans. Cybern.
Changzhong Wang, Yang Huang, Mingwen Shao, Qinghua Hu, Degang Chen
2020 J jnl
Fuzzy Rough Attribute Reduction for Categorical Data.
IEEE Trans. Fuzzy Syst.
Changzhong Wang, Yan Wang, Mingwen Shao, Yuhua Qian, Degang Chen
2020 J jnl
Incremental attribute reduction with rough set for dynamic datasets with simultaneously increasing samples and attributes.
Int. J. Mach. Learn. Cybern.
Lianjie Dong, Degang Chen
2020 J jnl
Incremental mechanism of attribute reduction based on discernible relations for dynamically increasing attribute.
Soft Comput.
Degang Chen, Lianjie Dong, Ju-Sheng Mi
2020 J jnl
Incremental updating approximations for double-quantitative decision-theoretic rough sets with the variation of objects.
Knowl. Based Syst.
Yanting Guo, Eric C. C. Tsang, Meng Hu, Xuxin Lin, Degang Chen, Weihua Xu, Binbin Sang
2020 J jnl
Key energy-consumption feature selection of thermal power systems based on robust attribute reduction with rough sets.
Inf. Sci.
Lianjie Dong, Degang Chen, Ning-Ling Wang, Zhanhui Lu
2020 J jnl
Multi-level cognitive concept learning method oriented to data sets with fuzziness: a perspective from features.
Soft Comput.
Eric C. C. Tsang, Bingjiao Fan, Degang Chen, Weihua Xu, Wentao Li
2019 J jnl
A novel algorithm for the vertex cover problem based on minimal elements of discernibility matrix.
Int. J. Mach. Learn. Cybern.
Shengyang Zhuang, Degang Chen
2019 J jnl
Alignment Based Feature Selection for Multi-label Learning.
Neural Process. Lett.
Linlin Chen, Degang Chen
2019 J jnl
Alignment Based Kernel Selection for Multi-Label Learning.
Neural Process. Lett.
Linlin Chen, Degang Chen, Hui Wang
2019 J jnl
Attribute-oriented cognitive concept learning strategy: a multi-level method.
Int. J. Mach. Learn. Cybern.
Bingjiao Fan, Eric C. C. Tsang, Weihua Xu, Degang Chen, Wentao Li
2019 J jnl
Covering-Based Variable Precision $(\mathcal {I}, \mathcal {T})$-Fuzzy Rough Sets With Applications to Multiattribute Decision-Making.
IEEE Trans. Fuzzy Syst.
Haibo Jiang, Jianming Zhan, Degang Chen
2019 J jnl
Fuzzy Kernel Alignment With Application to Attribute Reduction of Heterogeneous Data.
IEEE Trans. Fuzzy Syst.
Linlin Chen, Degang Chen, Hui Wang
2019 J jnl
Incremental nonnegative matrix factorization based on correlation and graph regularization for matrix completion.
Int. J. Mach. Learn. Cybern.
Xiaoxia Zhang, Degang Chen, Kesheng Wu
2019 J jnl
Local logical disjunction double-quantitative rough sets.
Inf. Sci.
Yanting Guo, Eric C. C. Tsang, Weihua Xu, Degang Chen
2019 J jnl
Order based hierarchies on hesitant fuzzy approximation space.
Int. J. Mach. Learn. Cybern.
Eric C. C. Tsang, Jingjing Song, Degang Chen, Xibei Yang
2019 J jnl
Uncertainty measures for general fuzzy relations.
Fuzzy Sets Syst.
Changzhong Wang, Yang Huang, Mingwen Shao, Degang Chen
2018 J jnl
A fuzzy rough set-based feature selection method using representative instances.
Knowl. Based Syst.
Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang
2018 J jnl
Feature Selection Based on Neighborhood Discrimination Index.
IEEE Trans. Neural Networks Learn. Syst.
Changzhong Wang, Qinghua Hu, Xizhao Wang, Degang Chen, Yuhua Qian, Zhe Dong
2018 J jnl
Incremental Perspective for Feature Selection Based on Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Yanyan Yang, Degang Chen, Hui Wang, Xizhao Wang
2018 J jnl
Information fusion and numerical characterization of a multi-source information system.
Knowl. Based Syst.
Xiaoya Che, Ju-Sheng Mi, Degang Chen
2018 Misc conf
Logical Disjunction Double-Quantitative Fuzzy Rough Sets.
ICMLC
Yanting Guo, Eric C. C. Tsang, Weihua Xu, Degang Chen
2018 J jnl
Uncertainty learning of rough set-based prediction under a holistic framework.
Inf. Sci.
Degang Chen, Xiaoxia Zhang, Xizhao Wang, Yanjun Liu
2017 J jnl
A Fitting Model for Feature Selection With Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Changzhong Wang, Yali Qi, Mingwen Shao, Qinghua Hu, Degang Chen, Yuhua Qian, Yaojin Lin
2017 J jnl
Active Sample Selection Based Incremental Algorithm for Attribute Reduction With Rough Sets.
IEEE Trans. Fuzzy Syst.
Yanyan Yang, Degang Chen, Hui Wang
2017 J jnl
Fuzzy rough set based incremental attribute reduction from dynamic data with sample arriving.
Fuzzy Sets Syst.
Yanyan Yang, Degang Chen, Hui Wang, Eric C. C. Tsang, Deli Zhang
2017 J jnl
Generalized dominance rough set models for the dominance intuitionistic fuzzy information systems.
Inf. Sci.
Xiaoxia Zhang, Degang Chen, Eric C. C. Tsang
2017 J jnl
Granular Computing Based Machine Learning in the Era of Big Data.
Inf. Sci.
Qinghua Hu, Ju-Sheng Mi, Degang Chen
2017 J jnl
Minimal decision cost reduct in fuzzy decision-theoretic rough set model.
Knowl. Based Syst.
Jingjing Song, Eric C. C. Tsang, Degang Chen, Xibei Yang
2016 J jnl
An incremental algorithm for attribute reduction with variable precision rough sets.
Appl. Soft Comput.
Degang Chen, Yanyan Yang, Ze Dong
2016 J jnl
Feature and instance reduction for PNN classifiers based on fuzzy rough sets.
Int. J. Mach. Learn. Cybern.
Eric C. C. Tsang, Qinghua Hu, Degang Chen
2016 J jnl
Feature selection in mixed data: A method using a novel fuzzy rough set-based information entropy.
Pattern Recognit.
Xiao Zhang, Changlin Mei, Degang Chen, Jinhai Li
2016 Misc conf
Minimum decision cost reduct for fuzzy decision-theoretic rough set model.
ICMLC
Jingjing Song, Eric C. C. Tsang, Degang Chen, Xibei Yang
2015 Misc conf
Granular structures of fuzzy rough sets based on general fuzzy relations.
ICMLC
Xiao Zhang, Changlin Mei, Degang Chen
2015 B conf
Novel Multi-output Support Vector Regression Model via Double Regularization.
SMC
Yanyan Yang, Degang Chen, Ze Dong
2015 J jnl
On measurements of covering rough sets based on granules and evidence theory.
Inf. Sci.
Degang Chen, Xiaoxia Zhang, Wanlu Li
2015 J jnl
Pricing electric power options by maximizing the utility of investment wealth with fuzzy measures.
Int. J. Mach. Learn. Cybern.
Yundong Gu, Yajing An, Degang Chen, Sujie Zhang
2014 J jnl
A novel method for attribute reduction of covering decision systems.
Inf. Sci.
Changzhong Wang, Qiang He, Degang Chen, Qinghua Hu
2014 J jnl
Attribute Reduction for Heterogeneous Data Based on the Combination of Classical and Fuzzy Rough Set Models.
IEEE Trans. Fuzzy Syst.
Degang Chen, Yanyan Yang
2014 J jnl
Evidence-theory-based numerical algorithms of attribute reduction with neighborhood-covering rough sets.
Int. J. Approx. Reason.
Degang Chen, Wanlu Li, Xiao Zhang, Sam Kwong
2014 J jnl
Fuzzy information systems and their homomorphisms.
Fuzzy Sets Syst.
Changzhong Wang, Degang Chen, Qinghua Hu
2014 J jnl
Fuzzy-Rough-Set-Based Active Learning.
IEEE Trans. Fuzzy Syst.
Ran Wang, Degang Chen, Sam Kwong
2014 — conf
Generalized Dominance-Based Rough Set Model for the Dominance Intuitionistic Fuzzy Information Systems.
RSKT
Xiaoxia Zhang, Degang Chen
2014 J jnl
Multi-confidence rule acquisition and confidence-preserved attribute reduction in interval-valued decision systems.
Int. J. Approx. Reason.
Xiao Zhang, Changlin Mei, Degang Chen, Jinhai Li
2014 J jnl
Novel algorithms of attribute reduction with variable precision rough set model.
Neurocomputing
Yanyan Yang, Degang Chen, Ze Dong
2014 J jnl
Rough approximation of a fuzzy concept on a hybrid attribute information system and its uncertainty measure.
Inf. Sci.
Bingzhen Sun, Weimin Ma, Degang Chen
2014 J jnl
Structure of feature spaces related to fuzzy similarity relations as kernels.
Fuzzy Sets Syst.
Degang Chen, Deli Zhang
2013 J jnl
A Comparative Study of Ordered and Covering Information Systems.
Fundam. Informaticae
Changzhong Wang, Degang Chen, Qiang He, Qinghua Hu
2013 Misc conf
A new algorithm of attribute reduction based on fuzzy clustering.
ICMLC
Min Zhang, Degang Chen, Yanyan Yang
2013 J jnl
A vector-valued support vector machine model for multiclass problem.
Inf. Sci.
Ran Wang, Sam Kwong, Degang Chen, Jingjing Cao
2013 J jnl
Communication Between Information Systems Using Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Eric C. C. Tsang, Changzhong Wang, Degang Chen, Congxin Wu, Qinghua Hu
2013 J jnl
Multi-confidence rule acquisition oriented attribute reduction of covering decision systems via combinatorial optimization.
Knowl. Based Syst.
Xiao Zhang, Changlin Mei, Degang Chen, Jinhai Li
2013 J jnl
Nested structure in parameterized rough reduction.
Inf. Sci.
Suyun Zhao, Xizhao Wang, Degang Chen, Eric C. C. Tsang
2013 J jnl
On rough approximations of groups.
Int. J. Mach. Learn. Cybern.
Changzhong Wang, Degang Chen, Qinghua Hu
2012 J jnl
A Novel Algorithm for Finding Reducts With Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Degang Chen, Lei Zhang, Suyun Zhao, Qinghua Hu, Pengfei Zhu
2012 Misc conf
A new method of attribute reduction for covering rough sets.
ICMLC
Wan-Lv Li, Degang Chen, Yanyan Yang
2012 Misc conf
An attribute reduction method based on core samples set.
ICMLC
Eric C. C. Tsang, Chen-Xia Jin, Degang Chen, Fa-Chao Li
2012 J jnl
Communication between information systems with covering based rough sets.
Inf. Sci.
Changzhong Wang, Degang Chen, Baiqing Sun, Qinghua Hu
2012 Misc conf
FRS-based decision table reduction for the operation optimization of large coal-fired power units.
ICMLC
Ning-Ling Wang, Degang Chen, Yongping Yang, Ting Zhang
2012 Misc conf
Fuzzy rough sets based uncertainty measuring for stream based active learning.
ICMLC
Ran Wang, Sam Kwong, Degang Chen, Qiang He
2012 J jnl
Geometrical interpretation and applications of membership functions with fuzzy rough sets.
Fuzzy Sets Syst.
Degang Chen, Sam Kwong, Qiang He, Hui Wang
2012 Misc conf
Improved Algorithm and Further Research of β -reduct for variable precision rough set.
GrC
Yanyan Yang, Degang Chen
2012 J jnl
Inconsistency-based active learning for support vector machines.
Pattern Recognit.
Ran Wang, Sam Kwong, Degang Chen
2012 J jnl
Parameterized Local Reduction of Decision Systems.
J. Appl. Math.
Degang Chen, Yanyan Yang, Xiao Zhang
2012 Misc conf
SVR-GA-Based adaptive power coal rate modeling and optimization for large coal-fired power units.
ICMLC
Ning-Ling Wang, Ting Zhang, Yongping Yang, Degang Chen
2012 J jnl
Sample Pair Selection for Attribute Reduction with Rough Set.
IEEE Trans. Knowl. Data Eng.
Degang Chen, Suyun Zhao, Lei Zhang, Yongping Yang, Xiao Zhang
2011 Misc conf
A new method for multi-class support vector machines by training least number of classifiers.
ICMLC
Ran Wang, Sam Kwong, Degang Chen
2011 J jnl
Data compression with homomorphism in covering information systems.
Int. J. Approx. Reason.
Changzhong Wang, Degang Chen, Chong Wu, Qinghua Hu
2011 J jnl
Fuzzy rough set based attribute reduction for information systems with fuzzy decisions.
Knowl. Based Syst.
Qiang He, Congxin Wu, Degang Chen, Suyun Zhao
2011 J jnl
Granular computing based on fuzzy similarity relations.
Soft Comput.
Degang Chen, Yongping Yang, Hui Wang
2011 J jnl
Kernelized Fuzzy Rough Sets Based Yawn Detection for Driver Fatigue Monitoring.
Fundam. Informaticae
Yong Du, Qinghua Hu, Degang Chen, Peijun Ma
2011 J jnl
Kernelized Fuzzy Rough Sets and Their Applications.
IEEE Trans. Knowl. Data Eng.
Qinghua Hu, Daren Yu, Witold Pedrycz, Degang Chen
2011 Misc conf
Novel algorithms of attribute reduction for variable precision rough set.
ICMLC
Yanyan Yang, Degang Chen, Sam Kwong
2011 J jnl
Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets.
Inf. Sci.
Degang Chen, Qinghua Hu, Yongping Yang
2011 J jnl
Soliton fission and fusion of a new two-component Korteweg-de Vries (KdV) equation.
Comput. Math. Appl.
Xuelin Yong, Yongping Yang, Degang Chen
2010 J jnl
A short note on some properties of rough groups.
Comput. Math. Appl.
Changzhong Wang, Degang Chen
2010 J jnl
Building a Rule-Based Classifier—A Fuzzy-Rough Set Approach.
IEEE Trans. Knowl. Data Eng.
Suyun Zhao, Eric C. C. Tsang, Degang Chen, Xizhao Wang
2010 Misc conf
Data mining-based modeling and application in the energy-saving analysis of large coal-fired power units.
ICMLC
Yongping Yang, Ning-Ling Wang, Zhi-Wei Zhang, Degang Chen
2010 J jnl
FRSVMs: Fuzzy rough set based support vector machines.
Fuzzy Sets Syst.
Degang Chen, Qiang He, Xizhao Wang
2010 J jnl
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications.
Int. J. Approx. Reason.
Qinghua Hu, Lei Zhang, Degang Chen, Witold Pedrycz, Daren Yu
2010 B conf
Least squares support vector machines based on fuzzy rough set.
SMC
Zhi-Wei Zhang, Degang Chen, Qiang He, Hui Wang
2010 J jnl
Local reduction of decision system with fuzzy rough sets.
Fuzzy Sets Syst.
Degang Chen, Suyun Zhao
2010 Misc conf
On the fuzzy generalization of the Dempster-Shafer theory of evidence.
ICMLC
Eric C. C. Tsang, Degang Chen
2010 Misc conf
Sample selection with rough set.
ICMLC
Degang Chen, Xiao Zhang, Eric C. C. Tsang, Yongping Yang
2010 J jnl
Some invariant properties of ordered information systems under homomorphism.
Sci. China Inf. Sci.
Changzhong Wang, Degang Chen, Qinghua Hu
2009 J jnl
Homomorphisms between fuzzy information systems.
Appl. Math. Lett.
Changzhong Wang, Degang Chen, Liangkuan Zhu
2009 — conf
Kernelized Fuzzy Rough Sets.
RSKT
Qinghua Hu, Degang Chen, Daren Yu, Witold Pedrycz
2009 J jnl
The Model of Fuzzy Variable Precision Rough Sets.
IEEE Trans. Fuzzy Syst.
Suyun Zhao, Eric C. C. Tsang, Degang Chen
2008 J jnl
A systematic study on attribute reduction with rough sets based on general binary relations.
Inf. Sci.
Changzhong Wang, Congxin Wu, Degang Chen
2008 J jnl
Approximations and reducts with covering generalized rough sets.
Comput. Math. Appl.
Eric C. C. Tsang, Degang Chen, Daniel S. Yeung
2008 J jnl
Attributes Reduction Using Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Eric C. C. Tsang, Degang Chen, Daniel S. Yeung, Xizhao Wang, John W. T. Lee
2008 J jnl
Communicating between information systems.
Inf. Sci.
Changzhong Wang, Congxin Wu, Degang Chen, Qinghua Hu, Chong Wu
2008 J jnl
Fuzzy rough set theory for the interval-valued fuzzy information systems.
Inf. Sci.
Bingzhen Sun, Zengtai Gong, Degang Chen
2008 J jnl
Measures of general fuzzy rough sets on a probabilistic space.
Inf. Sci.
Degang Chen, Wenxia Yang, Fachao Li
2008 J jnl
On the integrable noncompact fuzzy number space.
Appl. Math. Lett.
Degang Chen, Xiaoping Xue, Liangkuan Zhu
2008 J jnl
Preface: Recent advances in granular computing.
Inf. Sci.
Daniel S. Yeung, Xizhao Wang, Degang Chen
2008 J jnl
Rough set theory for the interval-valued fuzzy information systems.
Inf. Sci.
Zengtai Gong, Bingzhen Sun, Degang Chen
2008 J jnl
Some properties of relation information systems under homomorphisms.
Appl. Math. Lett.
Changzhong Wang, Congxin Wu, Degang Chen, Wenju Du
2007 J jnl
A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets.
Inf. Sci.
Degang Chen, Changzhong Wang, Qinghua Hu
2007 B conf
An approach of attributes reduction based on fuzzy TL rough sets.
SMC
Degang Chen, Eric C. C. Tsang, Suyun Zhao
2007 — conf
Attribute Reduction Based on Fuzzy Rough Sets.
RSEISP
Degang Chen, Xizhao Wang, Suyun Zhao
2007 — conf
Homomorphisms Between Relation Information Systems.
RSKT
Changzhong Wang, Congxin Wu, Degang Chen
2007 J jnl
Learning fuzzy rules from fuzzy samples based on rough set technique.
Inf. Sci.
Xizhao Wang, Eric C. C. Tsang, Suyun Zhao, Degang Chen, Daniel S. Yeung
2007 J jnl
On linear separability of data sets in feature space.
Neurocomputing
Degang Chen, Qiang He, Xizhao Wang
2006 B conf
A Discussion of Attribute Reduction in Fuzzy Rough Sets Using Support Vector Machine.
SMC
Eric C. C. Tsang, Degang Chen, Suyun Zhao, Qiang He
2006 J jnl
Approximation theorem of the fuzzy transform in fuzzy reasoning and its application to the scheduling problem.
Comput. Math. Appl.
Min Liu, Degang Chen, Cheng Wu, Hongxing Li
2006 J jnl
Fuzzy reasoning based on a new fuzzy rough set and its application to scheduling problems.
Comput. Math. Appl.
Min Liu, Degang Chen, Cheng Wu, Hongxing Li
2006 J jnl
Reduction method based on a new fuzzy rough set in fuzzy information system and its applications to scheduling problems.
Comput. Math. Appl.
Min Liu, Degang Chen, Cheng Wu, Hongxing Li
2006 J jnl
Rough approximations on a complete completely distributive lattice with applications to generalized rough sets.
Inf. Sci.
Degang Chen, Wenxiu Zhang, Daniel S. Yeung, Eric C. C. Tsang
2005 Misc conf
A Method to Construct the Mapping to the Feature Space for the Dot Product Kernels.
ICMLC
Degang Chen, Qiang He, Chunru Dong, Xizhao Wang
2005 J jnl
A genetic algorithm for solving the inverse problem of support vector machines.
Neurocomputing
Xizhao Wang, Qiang He, Degang Chen, Daniel S. Yeung
2005 B conf
On attributes reduction with fuzzy rough sets.
SMC
Gloria C. Y. Tsang, Degang Chen, Eric C. C. Tsang, John W. T. Lee, Daniel S. Yeung
2005 Misc conf
On the Local Reduction of Information System.
ICMLC
Degang Chen, Eric C. C. Tsang
2005 J jnl
On the generalization of fuzzy rough sets.
IEEE Trans. Fuzzy Syst.
Daniel S. Yeung, Degang Chen, Eric C. C. Tsang, John W. T. Lee, Xizhao Wang
2005 J jnl
Some notes on equivalent fuzzy sets and fuzzy subgroups.
Fuzzy Sets Syst.
Degang Chen, Jiashang Jiang, Congxin Wu, Eric C. C. Tsang
2005 C conf
The Infinite Polynomial Kernel for Support Vector Machine.
ADMA
Degang Chen, Qiang He, Xizhao Wang
2005 J jnl
The product structure of fuzzy rough sets on a group and the rough
Inf. Sci.
Jiashang Jiang, Congxin Wu, Degang Chen
2004 — conf
The Part Reductions in Information Systems.
Rough Sets and Current Trends in Computing
Degang Chen
2002 — conf
The Lower and Upper Approximations of Fuzzy Sets in a Fuzzy Group.
AFSS
Degang Chen, Wen-Xiu Zhang