Parallel neural network architectures. - Guoyin Wang 001; Hongbao Shi (ICNN, 1995)

Symbolic logic inference system based on recurrent multilayered perceptron neural networks. - Guoyin Wang 001; Hongbao Shi (ICNN, 1996)

TMLNN: triple-valued or multiple-valued logic neural network. - Guoyin Wang 001; Hongbao Shi (IEEE Trans. Neural Networks, 1998)

A novel logical neuron model. - Guoyin Wang 001; Paul S. Fisher (Int. J. Intell. Syst., 1999)

Knowledge acquisition: neural network learning. - Guoyin Wang 001; Paul S. Fisher (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2000)

Rule generation based on rough set theory. - Guoyin Wang 001; Yu Wu 001; Paul S. Fisher (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2000)

The Inconsistency in Rough Set Based Rule Generation. - Guoyin Wang 001; Feng Liu (Rough Sets and Current Trends in Computing, 2000)

Algebra view and information view of rough sets theory. - Guoyin Wang 001 (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2001)

Objects' combination based simple computation of attribute core. - Zheng Zheng; Guoyin Wang 001; Yu Wu 001 (ISIC, 2002)

Knowledge reduction algorithms based on rough set and conditional information entropy. - Hong Yu 007; Guoyin Wang 001; Dachun Yang; Zhongfu Wu (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2002)

Relationship between the algebra view and information view of rough set. - Guoyin Wang 001 (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2003)

Initiative learning algorithm based on rough set. - Guoyin Wang 001; Xiao He (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2003)

New anti-spam filter based on data mining and analysis of email security. - Yu Wu 001; Zhijun Li; Ping Luo; Guoyin Wang 001 (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2003)

Querying Data from RRDB Based on Rough Sets Theory. - Qiusheng An; Guoyin Wang 001; Junyi Shen; Jiucheng Xu (RSFDGrC, 2003)

A Rough Set and Rule Tree Based Incremental Knowledge Acquisition Algorithm. - Zheng Zheng; Guoyin Wang 001; Yu Wu 001 (RSFDGrC, 2003)

Rough reduction in algebra view and information view. - Guoyin Wang 001 (Int. J. Intell. Syst., 2003)

Theoretical Study on Attribute Reduction of Rough Set Theory: Comparison of Algebra and Information Views. - Guoyin Wang 001; Jun Zhao; Jiu-Jiang An; Yu Wu 001 (IEEE ICCI, 2004)

A direct approach for incomplete information systems. - Hai Huang; Guoyin Wang 001; Yu Wu 001 (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2004)

A new framework for intrusion detection based on rough set theory. - Zhijun Li; Yu Wu 001; Guoyin Wang 001; Yongjun Hai; Yunpeng He (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2004)

Rough Set Based Solutions for Network Security. - Guoyin Wang 001; Long Chen; Yu Wu 001 (MSRAS, 2004)

A Scalable Rough Set Knowledge Reduction Algorithm. - Zhengren Qin; Guoyin Wang 001; Yu Wu 001; Xiaorong Xue (Rough Sets and Current Trends in Computing, 2004)

Rough Set Theory Analysis on Decision Subdivision. - Jiucheng Xu; Junyi Shen; Guoyin Wang 001 (Rough Sets and Current Trends in Computing, 2004)

A Learning Algorithm for Multiple Rule Trees. - Jiu-Jiang An; Guoyin Wang 001; Yu Wu 001 (Workshop on Web-based Support Systems, 2004)

Preface. - Guoyin Wang 001; Qing Liu 011; Tsau Young Lin; Yiyu Yao; Lech Polkowski (Fundam. Informaticae, 2004)

RRIA: A Rough Set and Rule Tree Based Incremental Knowledge Acquisition Algorithm. - Zheng Zheng; Guoyin Wang 001 (Fundam. Informaticae, 2004)

A data-driven knowledge acquisition method based on system uncertainty. - Jim Zhao; Guo-Yin Wang 001 (IEEE ICCI, 2005)

Data-driven decision tree learning algorithm based on rough set theory. - Desheng Yin; Guoyin Wang 001; Yu Wu 001 (AMT, 2005)

An improved unsupervised clustering-based intrusion detection method. - Yongjun Hai; Yu Wu 001; Guoyin Wang 001 (Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security, 2005)

A rule generation algorithm based on granular computing. - Jiu-Jiang An; Guoyin Wang 001; Yu Wu 001; Quan Gan (GrC, 2005)

A Novel Generalized Congruence Neural Networks. - Yong Chen; Guoyin Wang 001; Fan Jin; Tianyun Yan (ISNN (1), 2005)

Incremental Attribute Reduction Based on Elementary Sets. - Feng Hu 001; Guoyin Wang 001; Hai Huang; Yu Wu 001 (RSFDGrC (1), 2005)

A Global-Motion Analysis Method via Rough-Set-Based Video Pre-classification. - Zhe Yuan; Yu Wu 001; Guoyin Wang 001; Jianbo Li (RSFDGrC (2), 2005)

An Evaluation Model for Web-Based Learning Support Systems. - Yong Yang 003; Guoyin Wang 001 (Web Intelligence, 2005)

A Comparative Study of Algebra Viewpoint and Information Viewpoint in Attribute Reduction. - Guoyin Wang 001; Jun Zhao; Jiu-Jiang An; Yu Wu 001 (Fundam. Informaticae, 2005)

Speech Emotion Recognition Based on Rough Set and SVM. - Jian Zhou; Guoyin Wang 001; Yong Yang 003; Peijun Chen (IEEE ICCI, 2006)

An Emotion Recognition System Based on Rough Set Theory. - Yong Yang 003; Guoyin Wang 001; Peijun Chen (AMT, 2006)

A novel unsupervised anomaly detection based on robust principal component classifier. - Wenbin Qiu; Yu Wu 001; Guoyin Wang 001; Simon X. Yang; Jie Bai; Jieying Li (Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security, 2006)

Knowledge Acquisition in Vague Objective Information Systems. - Lin Feng 003; Guoyin Wang 001; Yong Liu; Zhenguo Zhu (FSKD, 2006)

A self-learning model based on granular computing. - Quan Gan; Guoyin Wang 001; Jun Hu 002 (GrC, 2006)

Research for Hopf bifurcation of an inertial two-neuron system with time delay. - Qun Liu 005; Xiaofeng Liao 001; Guoyin Wang 001; Yu Wu 001 (GrC, 2006)

Uncertainty Measure of Covering Generated Rough Set. - Jun Hu 002; Guoyin Wang 001; Qinghua Zhang 001 (IAT Workshops, 2006)

Incomplete Information Systems Processing Based on Fuzzy-Clustering. - Qinghua Zhang 001; Guoyin Wang 001; Jun Hu 002; Xianquan Liu (IAT Workshops, 2006)

A Novel Intrusion Detection Model Based on Multi-layer Self-Organizing Maps and Principal Component Analysis. - Jie Bai; Yu Wu 001; Guoyin Wang 001; Simon X. Yang; Wenbin Qiu (ISNN (2), 2006)

Attribute Reduction Based on Granular Computing. - Jun Hu 002; Guoyin Wang 001; Qinghua Zhang 001; Xianquan Liu (RSCTC, 2006)

Facial Expression Recognition Based on Rough Set Theory and SVM. - Peijun Chen; Guoyin Wang 001; Yong Yang 003; Jian Zhou (RSKT, 2006)

Research on System Uncertainty Measures Based on Rough Set Theory. - Jun Zhao; Guoyin Wang 001 (RSKT, 2006)

Domain-Oriented Data-Driven Data Mining (3DM): Simulation of Human Knowledge Understanding. - Guoyin Wang 001 (WImBI, 2006)

A Video Pre-Classification Method with Multi-Layer Self-Organizing Maps and Principal Component Analysis. - Li Luo; Yu Wu 001; Guoyin Wang 001; Jie Bai (Int. Trans. Syst. Sci. Appl., 2006)

Motion-Information-Based Video Retrieval System Using Rough Pre-classification. - Zhe Yuan; Yu Wu 001; Guoyin Wang 001; Jianbo Li (Trans. Rough Sets, 2006)

Knowledge Reduction of Covering Approximation Space. - Jun Hu 002; Guoyin Wang 001; Ang Fu (IEEE ICCI, 2007)

Similarity Measure of Vague Sets. - Zhenguo Zhu; Guoyin Wang 001 (Artificial Intelligence and Pattern Recognition, 2007)

Approximation Partition Spaces of Covering Space. - Qinghua Zhang 001; Guoyin Wang 001; Jun Hu 002; Hai-Tao Teng (GrC, 2007)

A Dynamic Component Deforming Model for Face Shape Reconstruction. - Xun Gong 002; Guoyin Wang 001 (ISVC (1), 2007)

An Efficient Clustering Algorithm for 2D Multi-density Dataset in Large Database. - Ying Xia; Guoyin Wang 001; Song Gao (MUE, 2007)

Quick Knowledge Reduction Based on Divide and Conquer Method in Huge Data Sets. - Guoyin Wang 001; Feng Hu 001 (PReMI, 2007)

Attribute Core Computation Based on Divide and Conquer Method. - Feng Hu 001; Guoyin Wang 001; Ying Xia (RSEISP, 2007)

An Approach for Selective Ensemble Feature Selection Based on Rough Set Theory. - Yong Yang 003; Guoyin Wang 001; Kun He 013 (RSKT, 2007)

Feature Selection in Audiovisual Emotion Recognition Based on Rough Set Theory. - Yong Yang 003; Guoyin Wang 001; Peijun Chen; Jian Zhou; Kun He 013 (Trans. Rough Sets, 2007)

Optical flow-based facial feature tracking using prior measurement. - Kun He 013; Guoyin Wang 001; Yong Yang 003 (IEEE ICCI, 2008)

Quick Building of Fuzzy Equivalence Matrix in Granular Computing. - Xianquan Liu; Guoyin Wang 001; Qinghua Zhang 001; Jun Hu 002; Jiaqing Zhou (GrC, 2008)

Granular Computing based Data Mining in the Views of Rough Set and Fuzzy Set. - Guoyin Wang 001; Jun Hu 002; Qinghua Zhang 001; Xianquan Liu; Jiaqing Zhou (GrC, 2008)

Huge Data Mining Based on Rough Set Theory and Granular Computing. - Feng Hu 001; Guoyin Wang 001 (Web Intelligence/IAT Workshops, 2008)

A Data Driven Emotion Recognition Method Based on Rough Set Theory. - Yong Yang 003; Guoyin Wang 001; Fei Luo; Zhenjing Li (RSCTC, 2008)

A Novel Deformation Framework for Face Modeling from a Few Control Points. - Xun Gong 002; Guoyin Wang 001 (RSKT, 2008)

Fast Knowledge Reduction Algorithms Based on Quick Sort. - Feng Hu 001; Guoyin Wang 001; Lin Feng 003 (RSKT, 2008)

Introduction to 3DM: Domain-Oriented Data-Driven Data Mining. - Guoyin Wang 001 (RSKT, 2008)

An Efficient Piecewise Hashing Method for Computer Forensics. - Long Chen 022; Guoyin Wang 001 (WKDD, 2008)

A General Model for Transforming Vague Sets into Fuzzy Sets. - Yong Liu; Guoyin Wang 001; Lin Feng 003 (Trans. Comput. Sci., 2008)

Perspectives on Denotational Mathematics: New Means of Thought. - Yingxu Wang 001; Yiyu Yao; Guoyin Wang 001 (Trans. Comput. Sci., 2008)

Research on Rough Set Theory and Applications in China. - Guoyin Wang 001; Qinghua Zhang 001; Houkuan Huang; Dongyi Ye; Qinghua Hu; Xuegang Hu; Zhongzhi Shi; Yongli Li; Lin Shang 001; Liping An; Ying Sai; Shanben Chen; et al. (Trans. Rough Sets, 2008)

Perspectives on Cognitive Informatics and Cognitive Computing: Summary of the Panel of IEEE ICCI'09. - Yingxu Wang 001; George Baciu; Yiyu Yao; Bo Zhang 010; Witold Kinsner; Chu-Ren Huang; Keith C. C. Chan; Ben Goertzel; Duoqian Miao 001; Kenji Sugawara; Guoyin Wang 001; Jane You; et al. (IEEE ICCI, 2009)

Granular Computing based cognitive computing. - Guoyin Wang 001; Qinghua Zhang 001 (IEEE ICCI, 2009)

Emotion Recognition Based on Dynamic Ensemble Feature Selection. - Yong Yang 003; Guoyin Wang 001; Hao Kong (ICMMI, 2009)

Positive Linear Correlation Particle Swarm Optimization. - Yuanxia Shen; Guoyin Wang 001; Chunmei Tao (RSKT, 2009)

KT: Knowledge Technology - The Next Step of Information Technology (IT). - Guoyin Wang 001 (RSKT, 2009)

Single 2D Image-based 3D Face Reconstruction and Its Application in Pose Estimation. - Xun Gong 002; Guoyin Wang 001; Lili Xiong (Fundam. Informaticae, 2009)

3DM: Domain-oriented Data-driven Data Mining. - Guoyin Wang 001; Yan Wang (Fundam. Informaticae, 2009)

Important Attributes Selection Based on Rough Set for Speech Emotion Recognition. - Jian Zhou; Guoyin Wang 001; Yong Yang 003 (Int. J. Cogn. Informatics Nat. Intell., 2009)

Computational Intelligence in Knowledge Technology. - Tianrui Li 001; Guoyin Wang 001 (Int. J. Comput. Intell. Syst., 2009)

System Uncertainty Based Data-Driven Knowledge Acquisition. - Jun Zhao; Guoyin Wang 001 (Int. J. Softw. Sci. Comput. Intell., 2009)

Knowledge Reduction of Covering Approximation Space. - Jun Hu 002; Guoyin Wang 001 (Trans. Comput. Sci., 2009)

Perspectives on cognitive computing and applications: Summary of plenary Panel I of IEEE ICCI'10. - Yingxu Wang 001; Witold Pedrycz; George Baciu; Ping Chen; Hugo de Garis; Zhongzhi Shi; Guoyin Wang 001; Patrick S. P. Wang; Yiyu Yao (IEEE ICCI, 2010)

A novel emotion recognition approach based on ensemble learning and rough set theory. - Yong Yang 003; Guoyin Wang 001; Zhiyu Zhang; Kan Tian (IEEE ICCI, 2010)

Expression Recognition Methods Based on Feature Fusion. - Chang Su 003; Jiefang Deng; Yong Yang 003; Guoyin Wang 001 (Brain Informatics, 2010)

Bottleneck Attack Strategies on Complex Communication Networks. - Yinghu Huang; Guoyin Wang 001; Yuanxiang Tang (ICIC (2), 2010)

Structure Analysis of Email Networks by Information-Theoretic Clustering. - Yinghu Huang; Guoyin Wang 001 (ISNN (2), 2010)

RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment. - Marcin Wojnarski; Andrzej Janusz; Hung Son Nguyen; Jan G. Bazan; Chuanjiang Luo; Ze Chen; Feng Hu 001; Guoyin Wang 001; Lihe Guan; Huan Luo (RSCTC, 2010)

Extension of Covering Approximation Space and Its Application in Attribute Reduction. - Guoyin Wang 001; Jun Hu 002 (RSKT, 2010)

Research of Spatio-temporal Similarity Measure on Network Constrained Trajectory Data. - Ying Xia; Guoyin Wang 001; Xu Zhang 019; Gyoung Bae Kim; Hae-Young Bae (RSKT, 2010)

Attribute Reduction for Massive Data Based on Rough Set Theory and MapReduce. - Yong Yang 003; Zhengrong Chen; Zhu Liang; Guoyin Wang 001 (RSKT, 2010)

Study on the Local Search Ability of Particle Swarm Optimization. - Yuanxia Shen; Guoyin Wang 001 (ICSI (1), 2010)

Knowledge acquisition in vague objective information systems based on rough sets. - Lin Feng 003; Guoyin Wang 001; Xinxin Li (Expert Syst. J. Knowl. Eng., 2010)

Perspectives on Cognitive Informatics and Cognitive Computing. - Yingxu Wang 001; George Baciu; Yiyu Yao; Witold Kinsner; Keith C. C. Chan; Bo Zhang 010; Stuart R. Hameroff; Ning Zhong 001; Chu-Ren Huang; Ben Goertzel; Duoqian Miao 001; Kenji Sugawara; et al. (Int. J. Cogn. Informatics Nat. Intell., 2010)

A Robust Facial Feature Tracking Method Based on Optical Flow and Prior Measurement. - Guoyin Wang 001; Yong Yang 003; Kun He 013 (Int. J. Cogn. Informatics Nat. Intell., 2010)

Perspectives on Cognitive Computing and Applications. - Yingxu Wang 001; Witold Pedrycz; George Baciu; Ping Chen; Guoyin Wang 001; Yiyu Yao (Int. J. Softw. Sci. Comput. Intell., 2010)

An extended soft set model: Type-2 fuzzy soft sets. - Xi'ao Ma; Guoyin Wang 001 (CCIS, 2011)

An Improved Variable Precision Model of Dominance-Based Rough Set Approach. - Weibin Deng; Guoyin Wang 001; Feng Hu 001 (RSFDGrC, 2011)

Rough Set Based Uncertain Knowledge Expressing and Processing. - Guoyin Wang 001 (RSFDGrC, 2011)

Disjunctive Set-Valued Ordered Information Systems Based on Variable Precision Dominance Relation. - Guoyin Wang 001; Qingshan Yang; Qinghua Zhang 001 (RSFDGrC, 2011)

A New Method for Inconsistent Multicriteria Classification. - Weibin Deng; Guoyin Wang 001; Shuangxia Yang; Feng Hu 001 (RSKT, 2011)

Automatically Determining the Number of Clusters Using Decision-Theoretic Rough Set. - Hong Yu 007; Zhanguo Liu; Guoyin Wang 001 (RSKT, 2011)

Correlative Particle Swarm Optimization for Multi-objective Problems. - Yuanxia Shen; Guoyin Wang 001; Qun Liu 005 (ICSI (2), 2011)

A Novel Emotion Recognition Method Based on Ensemble Learning and Rough Set Theory. - Yong Yang 003; Guoyin Wang 001 (Int. J. Cogn. Informatics Nat. Intell., 2011)

Particle Swarm Optimization with Novel Processing Strategy and Its Application. - Yuanxia Shen; Guoyin Wang 001; Chunmei Tao (Int. J. Comput. Intell. Syst., 2011)

Spatio-temporal Similarity Measure for Network Constrained Trajectory Data. - Ying Xia; Guoyin Wang 001; Xu Zhang 019; Gyoung Bae Kim; Hae-Young Bae (Int. J. Comput. Intell. Syst., 2011)

Solving the Attribute Reduction Problem with Ant Colony Optimization. - Hong Yu 007; Guoyin Wang 001; Fakuan Lan (Trans. Rough Sets, 2011)

Cloud Model - A Bidirectional Cognition Model between Concept's Extension and Intension. - Guoyin Wang 001; Changlin Xu (AMLTA, 2012)

On Different Ways of Handling Inconsistencies in Ordinal Classification with Monotonicity Constraints. - Jerzy Blaszczynski; Weibin Deng; Feng Hu 001; Roman Slowinski; Marcin Szelag; Guoyin Wang 001 (IPMU (1), 2012)

Two-Step Gene Feature Selection Algorithm Based on Permutation Test. - Chuanjiang Luo; Guoyin Wang 001; Feng Hu 001 (RSCTC, 2012)

Multiple-Category Attribute Reduct Using Decision-Theoretic Rough Set Model. - Xi'ao Ma; Guoyin Wang 001; Hong Yu 007 (RSCTC, 2012)

A Multi-step Backward Cloud Generator Algorithm. - Guoyin Wang 001; Changlin Xu; Qinghua Zhang 001; Xiaorong Wang (RSCTC, 2012)

Data-Driven Valued Tolerance Relation. - Guoyin Wang 001; Lihe Guan (RSKT, 2012)

Attribute Reduction Using Extension of Covering Approximation Space. - Guoyin Wang 001; Jun Hu 002 (Fundam. Informaticae, 2012)

Preface. - Guoyin Wang 001; Andrzej Skowron; Yiyu Yao; Hong Yu 007 (Fundam. Informaticae, 2012)

Generalized approximations defined by non-equivalence relations. - Lihe Guan; Guoyin Wang 001 (Inf. Sci., 2012)

A stable gene selection method based on sample weighting. - Guoyin Wang 001; Juan Gao; Feng Hu 001 (CCECE, 2013)

Test-Cost-Sensitive Attribute Reduction in Decision-Theoretic Rough Sets. - Xi'ao Ma; Guoyin Wang 001; Hong Yu 007; Feng Hu 001 (MIWAI, 2013)

A Formal Concept Analysis Based Approach to Minimal Value Reduction. - Meizheng Li; Guoyin Wang 001; Jin Wang 006 (RSKT, 2013)

Expression and Processing of Uncertain Information. - Guoyin Wang 001; Changlin Xu; Hong Yu 007 (RSKT, 2013)

A Divide-and-Conquer Method Based Ensemble Regression Model for Water Quality Prediction. - Xuan Zou; Guoyin Wang 001; Guanglei Gou; Hong Li (RSKT, 2013)

A Novel Method for Elimination of Inconsistencies in Ordinal Classification with Monotonicity Constraints. - Weibin Deng; Feng Hu 001; Guoyin Wang 001; Jerzy Blaszczynski; Roman Slowinski; Marcin Szelag (Fundam. Informaticae, 2013)

Granular Computing Based on Gaussian Cloud Transformation. - Yuchao Liu; Deyi Li; Wen He; Guoyin Wang 001 (Fundam. Informaticae, 2013)

Preface. - Jingtao Yao 001; Andrzej Skowron; Guoyin Wang 001; Hung Son Nguyen (Fundam. Informaticae, 2013)

Shape circularity measure method based on radial moments. - Bin Xiao 002; Guo-Yin Wang 001 (J. Electronic Imaging, 2013)

A new method for measuring fuzziness of vague set (or intuitionistic fuzzy set). - Qinghua Zhang 001; Yu Xiao; Guoyin Wang 001 (J. Intell. Fuzzy Syst., 2013)

Generic radial orthogonal moment invariants for invariant image recognition. - Bin Xiao 002; Guo-Yin Wang 001 (J. Vis. Commun. Image Represent., 2013)

Uncertainty Problem Processing with Covering Generalized Rough Sets. - Jun Hu 002; Guoyin Wang 001 (Rough Sets and Intelligent Systems (2), 2013)

Professor Zdzisław Pawlak (1926-2006): Founder of the Polish School of Artificial Intelligence. - Andrzej Skowron; Mihir K. Chakraborty; Jerzy W. Grzymala-Busse; Victor W. Marek; Sankar K. Pal; James F. Peters; Grzegorz Rozenberg; Dominik Slezak; Roman Slowinski; Shusaku Tsumoto; Alicja Wakulicz-Deja; Guoyin Wang 001; et al. (Rough Sets and Intelligent Systems (1), 2013)

Water quality prediction based on a novel hybrid model of ARIMA and RBF neural network. - Weihui Deng; Guoyin Wang 001; Xuerui Zhang; Yishuai Guo; Guangdi Li (CCIS, 2014)

Remote sensing image enhancement based on wavelet analysis and histogram specification. - Liang Xie; Guoyin Wang 001; Xuerui Zhang; Bin Xiao 002; Botian Zhou; Fan Zhang 020 (CCIS, 2014)

Modeling the undulatory locomotion of C. elegans based on the proprioceptive mechanism. - Xin Deng 003; Qinyuan Ren; Ying Du; Guoyin Wang 001; Rongkun Wu; Xiang Si (ISIE, 2014)

Monotonic Uncertainty Measures in Probabilistic Rough Set Model. - Guoyin Wang 001; Xi'ao Ma; Hong Yu 007 (RSEISP, 2014)

Image Enhancement Based on Quotient Space. - Tong Zhao; Guo-Yin Wang 001; Bin Xiao 002 (RSEISP, 2014)

An Improved Hybrid ARIMA and Support Vector Machine Model for Water Quality Prediction. - Yishuai Guo; Guoyin Wang 001; Xuerui Zhang; Weihui Deng (RSKT, 2014)

Parallel Attribute Reduction Based on MapReduce. - Dachao Xi; Guoyin Wang 001; Xuerui Zhang; Fan Zhang 020 (RSKT, 2014)

Categorizing Overlapping Regions in Clustering Analysis Using Three-Way Decisions. - Hong Yu 007; Peng Jiao; Guoyin Wang 001; Yiyu Yao (WI-IAT (1), 2014)

Granular computing with multiple granular layers for brain big data processing. - Guoyin Wang 001; Ji Xu 001 (Brain Informatics, 2014)

Data-driven Valued Tolerance Relation Based on the Extended Rough Set. - Guoyin Wang 001; Lihe Guan; Wei-Zhi Wu 001; Feng Hu 001 (Fundam. Informaticae, 2014)

A New Multi-Step Backward Cloud Transformation Algorithm Based on Normal Cloud Model. - Changlin Xu; Guoyin Wang 001; Qinghua Zhang 001 (Fundam. Informaticae, 2014)

An automatic method to determine the number of clusters using decision-theoretic rough set. - Hong Yu 007; Zhanguo Liu; Guoyin Wang 001 (Int. J. Approx. Reason., 2014)

Decision region distribution preservation reduction in decision-theoretic rough set model. - Xi'ao Ma; Guoyin Wang 001; Hong Yu 007; Tianrui Li 001 (Inf. Sci., 2014)

Generic normal cloud model. - Guoyin Wang 001; Changlin Xu; Deyi Li (Inf. Sci., 2014)

Radial shifted Legendre moments for image analysis and invariant image recognition. - Bin Xiao 002; Guo-Yin Wang 001; Weisheng Li 001 (Image Vis. Comput., 2014)

Blue noise sampling method based on mixture distance. - Hongxing Qin; XiaoYang Hong; Bin Xiao 002; Shaoting Zhang 001; Guo-Yin Wang 001 (J. Electronic Imaging, 2014)

A Rough Set-Based Method for Updating Decision Rules on Attribute Values' Coarsening and Refining. - Hongmei Chen 001; Tianrui Li 001; Chuan Luo 001; Shi-Jinn Horng; Guoyin Wang 001 (IEEE Trans. Knowl. Data Eng., 2014)

On the Intuitionistic Fuzzy Topological Structures of Rough Intuitionistic Fuzzy Sets. - You-Hong Xu; Wei-Zhi Wu 001; Guoyin Wang 001 (Trans. Rough Sets, 2014)

Multi-granularity Intelligent Information Processing. - Guoyin Wang 001; Ji Xu 001; Qinghua Zhang 001; Yuchao Liu (RSFDGrC, 2015)

Inconsistent Dominance Principle Based Attribute Reduction in Ordered Information Systems. - Guanglei Gou; Guoyin Wang 001 (RSKT, 2015)

Water Quality Prediction Based on a Novel Fuzzy Time Series Model and Automatic Clustering Techniques. - Hui Meng; Guoyin Wang 001; Xuerui Zhang; Weihui Deng; Huyong Yan; Ruoran Jia (RSKT, 2015)

Water Quality Prediction Based on an Improved ARIMA- RBF Model Facilitated by Remote Sensing Applications. - Jiying Qie; Jiahu Yuan; Guoyin Wang 001; Xuerui Zhang; Botian Zhou; Weihui Deng (RSKT, 2015)

Fast Human Detection Using Deformable Part Model at the Selected Candidate Detection Positions. - Xiaotian Wu; Kyoung-Yeon Kim; Guoyin Wang 001; Yoo-Sung Kim (RSKT, 2015)

Methods and Practices of Three-Way Decisions for Complex Problem Solving. - Hong Yu 007; Guoyin Wang 001; Baoqing Hu; Xiuyi Jia; Huaxiong Li; Tianrui Li 001; Decui Liang; Jiye Liang; Baoxiang Liu; Dun Liu; Jianmin Ma; Duoqian Miao 001; et al. (RSKT, 2015)

Heuristic algorithms for finding distribution reducts in probabilistic rough set model. - Xi'ao Ma; Guoyin Wang 001; Hong Yu 007 (CoRR, 2015)

Leading Tree in DPCLUS and Its Impact on Building Hierarchies. - Ji Xu 001; Guoyin Wang 001 (CoRR, 2015)

Brain Informatics-Based Big Data and the Wisdom Web of Things. - Ning Zhong 001; Stephen S. Yau; Jianhua Ma 002; Shinsuke Shimojo; Marcel Adam Just; Bin Hu 001; Guoyin Wang 001; Kazuhiro Oiwa; Yuichiro Anzai (IEEE Intell. Syst., 2015)

Knowledge Reduction in Crisply Generated Fuzzy Concept Lattices. - Meizheng Li; Guoyin Wang 001 (Fundam. Informaticae, 2015)

Monotonic uncertainty measures for attribute reduction in probabilistic rough set model. - Guoyin Wang 001; Xi'ao Ma; Hong Yu 007 (Int. J. Approx. Reason., 2015)

The approximation set of a vague set in rough approximation space. - Qinghua Zhang 001; Jin Wang 006; Guoyin Wang 001; Hong Yu 007 (Inf. Sci., 2015)

基于离散Hermite多项式的图像压缩 (Image Compression Based on Discrete Hermite Polynomials). - Bin Xiao 002; Gang Lu; Guoyin Wang 001; Jianfeng Ma 001 (计算机科学, 2015)

Moments and moment invariants in the Radon space. - Bin Xiao 002; Jiangtao Cui; Hongxing Qin; Weisheng Li 001; Guo-Yin Wang 001 (Pattern Recognit., 2015)

Errata and comments on "Orthogonal moments based on exponent functions: Exponent-Fourier moments". - Bin Xiao 002; Weisheng Li 001; Guo-Yin Wang 001 (Pattern Recognit., 2015)

A Decision-Theoretic Rough Set Approach for Dynamic Data Mining. - Hongmei Chen 001; Tianrui Li 001; Chuan Luo 001; Shi-Jinn Horng; Guoyin Wang 001 (IEEE Trans. Fuzzy Syst., 2015)

Brain Big Data in Wisdom Web of Things. - Ning Zhong 001; Stephen S. Yau; Jianhua Ma 002; Shinsuke Shimojo; Marcel Adam Just; Bin Hu 001; Guoyin Wang 001; Kazuhiro Oiwa; Yuichiro Anzai (Semantic Web Technologies for Intelligent Engineering Applications, 2016)

Multi-granularity Similarity Measure of Cloud Concept. - Jie Yang 052; Guoyin Wang 001; Xukun Li (IJCRS, 2016)

A survey on rough set theory and its applications. - Qinghua Zhang 001; Qin Xie; Guoyin Wang 001 (CAAI Trans. Intell. Technol., 2016)

Vibration-Based Outlier Detection on High Dimensional Data. - Shuyin Xia; Guoyin Wang 001; Hong Yu 007; Qun Liu 005; Jin Wang 006 (Int. J. Artif. Intell. Tools, 2016)

The uncertainty of probabilistic rough sets in multi-granulation spaces. - Qinghua Zhang 001; Qiang Zhang; Guoyin Wang 001 (Int. J. Approx. Reason., 2016)

A roughness measure of fuzzy sets from the perspective of distance. - Jun Hu 002; Witold Pedrycz; Guoyin Wang 001 (Int. J. Gen. Syst., 2016)

A multi-granularity combined prediction model based on fuzzy trend forecasting and particle swarm techniques. - Weihui Deng; Guoyin Wang 001; Xuerui Zhang; Ji Xu 001; Guangdi Li (Neurocomputing, 2016)

Biological modeling the undulatory locomotion of C. elegans using dynamic neural network approach. - Xin Deng 003; Jian-Xin Xu 001; Jin Wang 006; Guoyin Wang 001; Qiaosong Chen (Neurocomputing, 2016)

Lossless image compression based on integer Discrete Tchebichef Transform. - Bin Xiao 002; Gang Lu; Yanhong Zhang; Weisheng Li 001; Guoyin Wang 001 (Neurocomputing, 2016)

Piecewise two-dimensional normal cloud representation for time-series data mining. - Weihui Deng; Guoyin Wang 001; Ji Xu 001 (Inf. Sci., 2016)

Axiomatic characterizations of (S, T)-fuzzy rough approximation operators. - Wei-Zhi Wu 001; You-Hong Xu; Ming-Wen Shao; Guoyin Wang 001 (Inf. Sci., 2016)

DenPEHC: Density peak based efficient hierarchical clustering. - Ji Xu 001; Guoyin Wang 001; Weihui Deng (Inf. Sci., 2016)

Detecting and refining overlapping regions in complex networks with three-way decisions. - Hong Yu 007; Peng Jiao; Yiyu Yao; Guoyin Wang 001 (Inf. Sci., 2016)

Fuzzy equivalence relation and its multigranulation spaces. - Qinghua Zhang 001; Kai Xu; Guoyin Wang 001 (Inf. Sci., 2016)

Explicit Krawtchouk moment invariants for invariant image recognition. - Bin Xiao 002; Yanhong Zhang; Linping Li; Weisheng Li 001; Guoyin Wang 001 (J. Electronic Imaging, 2016)

基于不协调置信优势原理关系的知识约简 (Approach to Knowledge Reduction Based on Inconsistent Confidential Dominance Principle Relation). - Guanglei Gou; Guoyin Wang 001 (计算机科学, 2016)

基于离散Tchebichef矩和软决策量化的图像压缩 (Image Compression Based on Discrete Tchebichef Moments and Soft Decision Quantization). - Gang Lu; Bin Xiao 002; Guoyin Wang 001 (计算机科学, 2016)

基于自适应云模型的多模态脑部图像融合方法 (Fusion Method of Multi-model Brain Images Based on Adaptive Cloud Model). - Jia Zhao; Bin Xiao 002; Weisheng Li 001; Guoyin Wang 001 (计算机科学, 2016)

Rough sets in distributed decision information systems. - Jun Hu 002; Witold Pedrycz; Guoyin Wang 001; Kai Wang (Knowl. Based Syst., 2016)

An incremental approach for attribute reduction based on knowledge granularity. - Yunge Jing; Tianrui Li 001; Chuan Luo 001; Shi-Jinn Horng; Guoyin Wang 001; Zeng Yu 001 (Knowl. Based Syst., 2016)

Approximate concept construction with three-way decisions and attribute reduction in incomplete contexts. - Meizheng Li; Guoyin Wang 001 (Knowl. Based Syst., 2016)

A tree-based incremental overlapping clustering method using the three-way decision theory. - Hong Yu 007; Cong Zhang; Guoyin Wang 001 (Knowl. Based Syst., 2016)

Noise self-filtering K-nearest neighbors algorithms. - Shuyin Xia; Guoyin Wang 001; Yunsheng Liu; Qun Liu 005; Hong Yu 007 (IEEE BigData, 2017)

EEG-Based Person Recognition Analysis and Criticism. - Meriem Romaissa Boubakeur; Guoyin Wang 001; Chenglin Zhang; Ke Liu 008 (ICBK, 2017)

Online Streaming Feature Selection Based on Conditional Information Entropy. - Huaming Wang; Guoyin Wang 001; Xianhua Zeng; Siyuan Peng (ICBK, 2017)

Relation Linking for Wikidata Using Bag of Distribution Representation. - Xi Yang; Shiya Ren; Yuan Li 050; Ke Shen 003; Zhixing Li; Guoyin Wang 001 (NLPCC, 2017)

Data-Driven Granular Cognitive Computing. - Guoyin Wang 001 (IJCRS (1), 2017)

A Semi-supervised Three-Way Clustering Framework for Multi-view Data. - Hong Yu 007; Xincheng Wang; Guoyin Wang 001 (IJCRS (2), 2017)

Non-iterative Label Propagation on Optimal Leading Forest. - Ji Xu 001; Guoyin Wang 001 (CoRR, 2017)

Incremental approximation computation in incomplete ordered decision systems. - Guanglei Gou; Guoyin Wang 001 (Int. J. Comput. Intell. Syst., 2017)

Image analysis by fractional-order orthogonal moments. - Bin Xiao 002; Linping Li; Yu Li 018; Weisheng Li 001; Guoyin Wang 001 (Inf. Sci., 2017)

Three-way decision model with two types of classification errors. - Qinghua Zhang 001; Deyou Xia; Guoyin Wang 001 (Inf. Sci., 2017)

Research on approximation set of rough set based on fuzzy similarity. - Qinghua Zhang 001; Pei Zhang; Guoyin Wang 001 (J. Intell. Fuzzy Syst., 2017)

Fat node leading tree for data stream clustering with density peaks. - Ji Xu 001; Guoyin Wang 001; Tianrui Li 001; Weihui Deng; Guanglei Gou (Knowl. Based Syst., 2017)

A novel cognitive transformation algorithm based on Gaussian cloud model and its application in image segmentation. - Chang-Lin Xu; Guo-Yin Wang 001 (Numer. Algorithms, 2017)

Measuring Uncertainty of Probabilistic Rough Set Model From Its Three Regions. - Qinghua Zhang 001; Shuaihua Yang; Guoyin Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

A Multi-Granular Relative Density Model for Class Noise Detection. - Xiao Liang; Shuyin Xia; Qun Liu 005; Yunsheng Liu; Baiyun Chen; Guoyin Wang 001 (IEEE BigData, 2018)

A Soft Sensing Prediction Model of Superheat Degree in the Aluminum Electrolysis Production. - Hong Yu 007; Jisen Yang; Xiaofang Chen; Zhong Zou; Guoyin Wang 001; Tao Sang (IEEE BigData, 2018)

Prediction of Aluminum Electrolysis Superheat Based on Improved Relative Density Noise Filter SMO. - Yunsheng Liu; Shuyin Xia; Hong Yu 007; Yueguo Luo; Baiyun Chen; Kang Liu; Guoyin Wang 001 (ICBK, 2018)

Finding Multi-granularity Community Structures in Social Networks Based on Significance of Community Partition. - Chenxu Gong; Guoyin Wang 001; Jun Hu 002; Ming Liu; Li Liu 030; Zihe Yang (ICDM Workshops, 2018)

DGCC: A Case for Integration of Brain Cognition and Intelligence Computation. - Guoyin Wang 001 (ICDM Workshops, 2018)

A Multi-granular Hierarchical Evaluation Model for Multiple Criteria Three Sorting. - Hong Yu 007; Zuoyu Sun; Guoyin Wang 001; Jie Li 002; Yongfang Xie; Gang Guo (ICDM Workshops, 2018)

A self-training semi-supervised classification algorithm based on density peaks of data and differential evolution. - Di Wu 056; Mingsheng Shang 001; Guoyin Wang 001; Li Li (ICNSC, 2018)

An Efficient Gradual Three-Way Decision Cluster Ensemble Approach. - Hong Yu 007; Guoyin Wang 001 (IPMU (2), 2018)

Multi-label Online Streaming Feature Selection Based on Spectral Granulation and Mutual Information. - Huaming Wang; Dongming Yu; Yuan Li 050; Zhixing Li; Guoyin Wang 001 (IJCSR, 2018)

A multi-granularity decomposition mechanism of complex tasks based on density peaks. - Ziling Pang; Guo-Yin Wang 001; Jie Yang 052 (Big Data Min. Anal., 2018)

Mining Maximal Dynamic Spatial Co-Location Patterns. - Jiangli Duan; Guoyin Wang 001; Xin Hu 008 (CoRR, 2018)

Self-training semi-supervised classification based on density peaks of data. - Di Wu 056; Mingsheng Shang 001; Xin Luo 001; Ji Xu 001; Huyong Yan; Weihui Deng; Guoyin Wang 001 (Neurocomputing, 2018)

Brightness and contrast controllable image enhancement based on histogram specification. - Bin Xiao 002; Han Tang; Yanjun Jiang; Weisheng Li 001; Guoyin Wang 001 (Neurocomputing, 2018)

Pixel convolutional neural network for multi-focus image fusion. - Han Tang; Bin Xiao 002; Weisheng Li 001; Guoyin Wang 001 (Inf. Sci., 2018)

Knowledge distance measure in multigranulation spaces of fuzzy equivalence relations. - Jie Yang 052; Guoyin Wang 001; Qinghua Zhang 001 (Inf. Sci., 2018)

基于3D-PCANet的阿尔兹海默病辅助诊断 (Diagnosis of Alzheimer's Disease Based on 3D-PCANet). - Shutong Li; Bin Xiao 002; Weisheng Li 001; Guoyin Wang 001 (计算机科学, 2018)

Finding strongly connected components of simple digraphs based on generalized rough sets theory. - Taihua Xu; Guoyin Wang 001 (Knowl. Based Syst., 2018)

A Dynamic Three-way Decision Model based on the Updating of Attribute Values. - Qinghua Zhang 001; Gongxun Lv; Yuhong Chen; Guoyin Wang 001 (Knowl. Based Syst., 2018)

A Novel Three-way decision model with decision-theoretic rough sets using utility theory. - Qinghua Zhang 001; Qin Xie; Guoyin Wang 001 (Knowl. Based Syst., 2018)

Local-Density-Based Optimal Granulation and Manifold Information Granule Description. - Ji Xu 001; Guoyin Wang 001; Tianrui Li 001; Witold Pedrycz (IEEE Trans. Cybern., 2018)

A Highly Accurate Framework for Self-Labeled Semisupervised Classification in Industrial Applications. - Di Wu 056; Xin Luo 001; Guoyin Wang 001; Mingsheng Shang 001; Ye Yuan 014; Huyong Yan (IEEE Trans. Ind. Informatics, 2018)

Evaluation of Identity Information Loss in EEG-Based Biometric Systems. - Meriem Romaissa Boubakeur; Guoyin Wang 001; Ke Liu 008; Karima Benatchba (BI, 2019)

Imaging EEG Extended Sources Based on Variation Sparsity with L1-norm Residual. - Furong Xu; Ke Liu 008; Xin Deng 003; Guoyin Wang 001 (BI, 2019)

A Multi-granularity Genetic Algorithm. - Caoxiao Li; Shuyin Xia; Zizhong Chen; Guoyin Wang 001 (ICBK, 2019)

A Fast Relative Density Method Based on Space Partitioning. - Binggui Wang; Shuyin Xia; Hong Yu 007; Guoyin Wang 001 (ICBK, 2019)

Edge Sign Prediction Based on Orthogonal Graph Regularized Nonnegative Matrix Factorization for Transfer Learning. - Junwu Yu; Shuyin Xia; Guoyin Wang 001 (ICBK, 2019)

Classifying Relation via Piecewise Convolutional Neural Networks with Transfer Learning. - Yuting Han; Zheng Zhou; Haonan Li 002; Guoyin Wang 001; Wei Deng 003; Zhixing Li (ICMMI, 2019)

A Data-Aware Latent Factor Model for Web Service QoS Prediction. - Di Wu 056; Xin Luo 001; Mingsheng Shang 001; Yi He 007; Guoyin Wang 001; Xindong Wu 001 (PAKDD (1), 2019)

A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks. - Shun Fu; Guoyin Wang 001; Shuyin Xia; Li Liu 030 (IJCRS, 2019)

Learning Multi-granular Features for Harvesting Knowledge from Free Text. - Zheng Zhou; Huaming Wang; Zhixing Li; Feng Hu 001; Guoyin Wang 001 (IJCRS, 2019)

Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification. - Shuyin Xia; Yulong Xia; Hong Yu 007; Qun Liu 005; Yueguo Luo; Guoyin Wang 001; Zizhong Chen (IEEE Access, 2019)

Survey on cloud model based similarity measure of uncertain concepts. - Shuai Li 019; Guoyin Wang 001; Jie Yang 052 (CAAI Trans. Intell. Technol., 2019)

Guest Editorial: Rough Sets and Data Mining. - Hiroshi Sakai; Michinori Nakata; Wei-Zhi Wu 001; Duoqian Miao 001; Guoyin Wang 001 (CAAI Trans. Intell. Technol., 2019)

Bidirectional Cognitive Computing Model for Uncertain Concepts. - Changlin Xu; Guoyin Wang 001 (Cogn. Comput., 2019)

A three-way cluster ensemble approach for large-scale data. - Hong Yu 007; Yun Chen; Pawan Lingras; Guoyin Wang 001 (Int. J. Approx. Reason., 2019)

Granular ball computing classifiers for efficient, scalable and robust learning. - Shuyin Xia; Yunsheng Liu; Xin Ding; Guoyin Wang 001; Hong Yu 007; Yuoguo Luo (Inf. Sci., 2019)

层次粒结构下粗糙模糊集的不确定性度量 (Uncertainty Measure of Rough Fuzzy Sets in Hierarchical Granular Structure). - Jie Yang 052; Guoyin Wang 001; Qinghua Zhang 001; Lin Feng 003 (计算机科学, 2019)

Optimal granularity selection based on cost-sensitive sequential three-way decisions with rough fuzzy sets. - Jie Yang 052; Guoyin Wang 001; Qinghua Zhang 001; Yuhong Chen; Taihua Xu (Knowl. Based Syst., 2019)

Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers. - Shuyin Xia; Guoyin Wang 001; Zizhong Chen; Yanlin Duan; Qun Liu 005 (IEEE Trans. Knowl. Data Eng., 2019)

Siamese BERT Model with Adversarial Training for Relation Classification. - Zhimin Lin; Dajiang Lei; Yuting Han; Guoyin Wang 001; Wei Deng 003; Yuan Huang (ICKG, 2020)

Dynamic Task Offloading and Resource Allocation for Heterogeneous MEC-enable IoT. - Shichao Xia; Xingxing Wen; Zhixiu Yao; Yun Li 001; Guoyin Wang 001 (ICCC, 2020)

Multi-granularity Complex Network Representation Learning. - Peisen Li; Guoyin Wang 001; Jun Hu 002; Yun Li 001 (IJCRS, 2020)

Spatial fusion of maximum signal fraction analysis for frequency recognition in SSVEP-based BCI. - Zhenhua Li; Ke Liu 008; Xin Deng 003; Guoyin Wang 001 (Biomed. Signal Process. Control., 2020)

Ball k-means. - Shuyin Xia; Daowan Peng; Deyu Meng; Changqing Zhang; Guoyin Wang 001; Zizhong Chen; Wei Wei 006 (CoRR, 2020)

LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection. - Shuyin Xia; Wenhua Li; Guoyin Wang 001; Xinbo Gao 001; Changqing Zhang; Elisabeth Giem (CoRR, 2020)

D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization. - Xiuli Bi; Yanbin Liu; Bin Xiao 002; Weisheng Li 001; Chi-Man Pun; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2020)

Cross-Domain Recommendation Based on Sentiment Analysis and Latent Feature Mapping. - Yongpeng Wang; Hong Yu 007; Guoyin Wang 001; Yongfang Xie (Entropy, 2020)

Mean-entropy-based shadowed sets: A novel three-way approximation of fuzzy sets. - Man Gao; Qinghua Zhang 001; Fan Zhao 003; Guo-Yin Wang 001 (Int. J. Approx. Reason., 2020)

Finding strongly connected components of simple digraphs based on granulation strategy. - Taihua Xu; Guoyin Wang 001; Jie Yang 052 (Int. J. Approx. Reason., 2020)

Computer aided Alzheimer's disease diagnosis by an unsupervised deep learning technology. - Xiuli Bi; Shutong Li; Bin Xiao 002; Yu Li 018; Guoyin Wang 001; Xu Ma (Neurocomputing, 2020)

Social relationship prediction across networks using tri-training BP neural networks. - Qun Liu 005; Shuxin Liu; Guoyin Wang 001; Shuyin Xia (Neurocomputing, 2020)

Optimal scale selection and attribute reduction in multi-scale decision tables based on three-way decision. - Yunlong Cheng; Qinghua Zhang 001; Guoyin Wang 001; Bao Qing Hu (Inf. Sci., 2020)

An active three-way clustering method via low-rank matrices for multi-view data. - Hong Yu 007; Xincheng Wang; Guoyin Wang 001; Xianhua Zeng (Inf. Sci., 2020)

A general model of decision-theoretic three-way approximations of fuzzy sets based on a heuristic algorithm. - Qinghua Zhang 001; Deyou Xia; Kaixuan Liu; Guoyin Wang 001 (Inf. Sci., 2020)

Three-way decisions of rough vague sets from the perspective of fuzziness. - Qinghua Zhang 001; Fan Zhao 003; Jie Yang 052; Guoyin Wang 001 (Inf. Sci., 2020)

基于注意力机制的评论情感分析及情感词检测 (Comment Sentiment Analysis and Sentiment Words Detection Based on Attention Mechanism). - Yuan Li 050; Zhixing Li; Lei Teng; Huaming Wang; Guoyin Wang 001 (计算机科学, 2020)

基于边界域的邻域知识距离度量模型 (Neighborhood Knowledge Distance Measure Model Based on Boundary Regions). - Jie Yang 052; Guoyin Wang 001; Shuai Li 019 (计算机科学, 2020)

Deep multi-granularity graph embedding for user identity linkage across social networks. - Shun Fu; Guoyin Wang 001; Shuyin Xia; Li Liu 030 (Knowl. Based Syst., 2020)

A novel sequential three-way decisions model based on penalty function. - Qinghua Zhang 001; Guohong Pang; Guoyin Wang 001 (Knowl. Based Syst., 2020)

An efficient three-way clustering algorithm based on gravitational search. - Hong Yu 007; Zhihua Chang; Guoyin Wang 001; Xiaofang Chen (Int. J. Mach. Learn. Cybern., 2020)

Optimal scale selection by integrating uncertainty and cost-sensitive learning in multi-scale decision tables. - Xueqiu Zhang; Qinghua Zhang 001; Yunlong Cheng; Guoyin Wang 001 (Int. J. Mach. Learn. Cybern., 2020)

Knowledge Distance Measure for the Multigranularity Rough Approximations of a Fuzzy Concept. - Jie Yang 052; Guoyin Wang 001; Qinghua Zhang 001; Huaming Wang (IEEE Trans. Fuzzy Syst., 2020)

Fuzzy Entropy: A More Comprehensible Perspective for Interval Shadowed Sets of Fuzzy Sets. - Qinghua Zhang 001; Yuhong Chen; Jie Yang 052; Guoyin Wang 001 (IEEE Trans. Fuzzy Syst., 2020)

IEEE ICCI*CC Series in Year 20: Latest Advances in Cognitive Informatics and Cognitive Computing towards General AI (Plenary Panel Report-I). - Yingxu Wang 001; Bernard Widrow; Witold Pedrycz; Robert C. Berwick; Paolo Soda; Sam Kwong; Okyay Kaynak; Carlo S. Regazzoni; Christine W. Chan; Marina L. Gavrilova; Guoyin Wang 001 (ICCI*CC, 2021)

HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference. - Ming Yuan 001; Qun Liu 005; Guoyin Wang 001; Yike Guo (CICAI, 2021)

Designing a Partially Understandable Neural Network through Semantic Embedding. - Chengfu Tang; Dawei Dai; Haoyue Bai; Guoyin Wang 001; Shuyin Xia; Feng Hu 001 (IJCNN, 2021)

A Novel Multi-View Clustering Method for Unknown Mapping Relationships Between Cross-View Samples. - Hong Yu 007; Jia Tang; Guoyin Wang 001; Xinbo Gao 001 (KDD, 2021)

Multilevel and Multi-granularity of Remote Sensing Imagery Application based on Deep Learning and Machine Learning Algorithm. - Musabe Jean Bosco; Guoyin Wang 001 (MLMI, 2021)

Learning Multi-Granularity Neural Network Encoding Image Classification Using DCNNs for Easter Africa Community Countries. - Musabe Jean Bosco; Guoyin Wang 001; Yves Hategekimana (IEEE Access, 2021)

D-BERT: Incorporating dependency-based attention into BERT for relation extraction. - Yuan Huang; Zhixing Li; Wei Deng 003; Guoyin Wang 001; Zhimin Lin (CAAI Trans. Intell. Technol., 2021)

Intelligent resource allocation in mobile blockchain for privacy and security transactions: a deep reinforcement learning based approach. - Zhaolong Ning; Shouming Sun; Xiaojie Wang 001; Lei Guo 005; Guoyin Wang 001; Xinbo Gao 001; Ricky Yu-Kwong Kwok (Sci. China Inf. Sci., 2021)

Rethinking the Image Feature Biases Exhibited by Deep CNN Models. - Dawei Dai; Yutang Li; Huanan Bao; Sy Xia; Guoyin Wang 001; Xiaoli Ma (CoRR, 2021)

SMDP-based sleep policy for base stations in heterogeneous cellular networks. - Jing Wu; Yun Li 001; Hongcheng Zhuang; Zhiwen Pan; Guoyin Wang 001; Yongju Xian (Digit. Commun. Networks, 2021)

A two-stage clustering-based cold-start method for active learning. - Deniu He; Hong Yu 007; Guoyin Wang 001; Jie Li 002 (Intell. Data Anal., 2021)

Three-way recommendation model based on shadowed set with uncertainty invariance. - Chengying Wu; Qinghua Zhang 001; Fan Zhao 003; Yunlong Cheng; Guoyin Wang 001 (Int. J. Approx. Reason., 2021)

Building partially understandable convolutional neural networks by differentiating class-related neural nodes. - Dawei Dai; Chengfu Tang; Guoyin Wang 001; Shuyin Xia (Neurocomputing, 2021)

Lifetime-Priority-Driven Resource Allocation for WNV-Based Internet of Things. - Yun Li 001; Shichao Xia; Qianying Yang; Guoyin Wang 001; Weiyi Zhang (IEEE Internet Things J., 2021)

RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise. - Baiyun Chen; Shuyin Xia; Zizhong Chen; Binggui Wang; Guoyin Wang 001 (Inf. Sci., 2021)

Multi-granularity distance measure for interval-valued intuitionistic fuzzy concepts. - Shuai Li 019; Jie Yang 052; Guoyin Wang 001; Taihua Xu (Inf. Sci., 2021)

Novel three-way generative classifier with weighted scoring distribution. - Chengying Wu; Qinghua Zhang 001; Yunlong Cheng; Mao Gao; Guoyin Wang 001 (Inf. Sci., 2021)

LaPOLeaF: Label propagation in an optimal leading forest. - Ji Xu 001; Tianrui Li 001; Yongming Wu; Guoyin Wang 001 (Inf. Sci., 2021)

Equidistant k-layer multi-granularity knowledge space. - Jiangli Duan; Guoyin Wang 001; Xin Hu 008 (Knowl. Based Syst., 2021)

A novel fast constructing neighborhood covering algorithm for efficient classification. - Qinghua Zhang 001; Zhihua Ai; Jinzhen Zhang; Guoyin Wang 001 (Knowl. Based Syst., 2021)

A novel sequential three-way decision model with autonomous error correction. - Qinghua Zhang 001; Zhikang Huang; Guoyin Wang 001 (Knowl. Based Syst., 2021)

Weighted oversampling algorithms for imbalanced problems and application in prediction of streamflow. - Hao Zhou 017; Xianyong Dong; Shuyin Xia; Guoyin Wang 001 (Knowl. Based Syst., 2021)

Optimal scale combination selection for multi-scale decision tables based on three-way decision. - Yunlong Cheng; Qinghua Zhang 001; Guoyin Wang 001 (Int. J. Mach. Learn. Cybern., 2021)

hier2vec: interpretable multi-granular representation learning for hierarchy in social networks. - Shun Fu; Guoyin Wang 001; Ji Xu 001 (Int. J. Mach. Learn. Cybern., 2021)

Text tendency analysis based on multi-granularity emotional chunks and integrated learning. - Haichao Sun; Guoyin Wang 001; Shuyin Xia (Neural Comput. Appl., 2021)

EEG extended source imaging with structured sparsity and L1-norm residual. - Furong Xu; Ke Liu 008; Zhuliang Yu; Xin Deng 003; Guoyin Wang 001 (Neural Comput. Appl., 2021)

Self-Relative Evaluation Framework for EEG-Based Biometric Systems. - Meriem Romaissa Boubakeur; Guoyin Wang 001 (Sensors, 2021)

A Reinforcement Learning-Based Network Traffic Prediction Mechanism in Intelligent Internet of Things. - Laisen Nie; Zhaolong Ning; Mohammad S. Obaidat; Balqies Sadoun; Huizhi Wang; Shengtao Li; Lei Guo 005; Guoyin Wang 001 (IEEE Trans. Ind. Informatics, 2021)

Mining Maximal Dynamic Spatial Colocation Patterns. - Xin Hu 008; Guoyin Wang 001; Jiangli Duan (IEEE Trans. Neural Networks Learn. Syst., 2021)

A Deep Latent Factor Model for High-Dimensional and Sparse Matrices in Recommender Systems. - Di Wu 056; Xin Luo 001; Mingsheng Shang 001; Yi He 007; Guoyin Wang 001; MengChu Zhou (IEEE Trans. Syst. Man Cybern. Syst., 2021)

A Sequential Three-Way Decision Model With Intuitionistic Fuzzy Numbers. - Qinghua Zhang 001; Chenchen Yang; Guoyin Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Recent Advances in Cognitive Informatics and Cognitive Computing towards Autonomous Systems (Plenary Panel Report-II of IEEE ICCI*CC'22). - Witold Kinsner; Okyay Kaynak; Haibin Zhu 001; Ming Hou 002; Julia Rayz; Marina L. Gavrilova; Guoyin Wang 001; George Baciu; Jun Peng; Christine W. Chan; Runhe Huang; Bowen Du 001 (ICCI*CC, 2022)

Graph Neural Networks with Multi-granularity Pooling. - Haichao Sun; Guoyin Wang 001; Qun Liu 005 (CCIS, 2022)

Robust-STP: A Robust Seasonal-trend Decomposition Method for Partial Periodic Time Series. - Haidong Xu; Xiaoxia Zhang; Dong Liang; Guoyin Wang 001 (CCIS, 2022)

Concentration distribution and cluster analysis of PM2.5 based on lognormal cloud model. - Xiaoxia Zhang; Hao Liang; Fujin Zhong; Yanjun Liu 008; Guoyin Wang 001 (CCIS, 2022)

Denoise Network Structure for User Alignment Across Networks via Graph Structure Learning. - Li Liu 030; Chongyang Wang; Youmin Zhang 006; Ye Wang 006; Qun Liu 005; Guoyin Wang 001 (DMBD (1), 2022)

USV Path Planning Based on Adaptive Fuzzy Reward. - Zhenhua Duan; Guoyin Wang 001; Qun Liu 005; Yan Shi (IJCRS, 2022)

MGCC: Multi-Granularity Cognitive Computing. - Guoyin Wang 001 (IJCRS, 2022)

Signaling repurposable drug combinations against COVID-19 by developing the heterogeneous deep herb-graph method. - Fan Yang 068; Shuaijie Zhang; Wei Pan; Ruiyuan Yao; Weiguo Zhang; Yanchun Zhang; Guoyin Wang 001; Qianghua Zhang; Yunlong Cheng; Jihua Dong; Chunyang Ruan; Lizhen Cui; et al. (Briefings Bioinform., 2022)

A Novel Functional Network Based on Three-way Decision for Link Prediction in Signed Social Networks. - Qun Liu 005; Ying Chen; Gangqiang Zhang; Guoyin Wang 001 (Cogn. Comput., 2022)

Adaptive Three-Way C-Means Clustering Based on the Cognition of Distance Stability. - Qiuping Shen; Qinghua Zhang 001; Fan Zhao 003; Guoyin Wang 001 (Cogn. Comput., 2022)

Improving Incremental Nonnegative Matrix Factorization Method for Recommendations Based on Three-Way Decision Making. - Xiaoxia Zhang; Lu Chen; Ye Wang 006; Guoyin Wang 001 (Cogn. Comput., 2022)

A Multi-objective optimization algorithm based on dynamic user-preference information. - Hong Yu 007; Zhao Fu; Guoyin Wang 001; Yongfang Xie; Jie Li 002 (Computing, 2022)

An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation. - Shuyin Xia; Xinyu Bai; Guoyin Wang 001; Deyu Meng; Xinbo Gao 001; Zizhong Chen; Elisabeth Giem (CoRR, 2022)

Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval. - Dawei Dai; Xiaoyu Tang; Shuyin Xia; Yingge Liu; Guoyin Wang 001; Zizhong Chen (CoRR, 2022)

An adaptive granularity clustering method based on hyper-ball. - Shuyin Xia; Jiang Xie 002; Guo-Yin Wang 001 (CoRR, 2022)

Advanced Conditional Variational Autoencoders (A-CVAE): Towards interpreting open-domain conversation generation via disentangling latent feature representation. - Ye Wang 006; Jingbo Liao; Hong Yu 007; Guoyin Wang 001; Xiaoxia Zhang; Li Liu 030 (CoRR, 2022)

Semi-supervised Learning with Deterministic Labeling and Large Margin Projection. - Ji Xu 001; Gang Ren; Yao Xiao; Shaobo Li 001; Guoyin Wang 001 (CoRR, 2022)

GBSVM: Granular-ball Support Vector Machine. - Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001; Xiaoli Peng (CoRR, 2022)

A novel cluster internal evaluation index based on hyper-balls. - Jiang Xie 002; Pengfei Zhao; Shuyin Xia; Guoyin Wang 001; Dongdong Cheng (CoRR, 2022)

A fast neighborhood classifier based on hash bucket with application to medical diagnosis. - Jiayu Xiao; Qinghua Zhang 001; Zhihua Ai; Guoyin Wang 001 (Int. J. Approx. Reason., 2022)

Hierarchical quotient space-based concept cognition for knowledge graphs. - Jiangli Duan; Guoyin Wang 001; Xin Hu 008; Huanan Bao (Inf. Sci., 2022)

Fuzzy hierarchical network embedding fusing structural and neighbor information. - Qun Liu 005; Hang Shu; Ming Yuan 001; Guoyin Wang 001 (Inf. Sci., 2022)

Local knowledge distance for rough approximation measure in multi-granularity spaces. - Deyou Xia; Guo-Yin Wang 001; Jie Yang 052; Qinghua Zhang 001; Shuai Li 019 (Inf. Sci., 2022)

Improving nonnegative matrix factorization with advanced graph regularization. - Xiaoxia Zhang; Degang Chen 002; Hong Yu 007; Guoyin Wang 001; Houjun Tang; Kesheng Wu (Inf. Sci., 2022)

IbLT: An effective granular computing framework for hierarchical community detection. - Shun Fu; Guoyin Wang 001; Ji Xu 001; Shuyin Xia (J. Intell. Inf. Syst., 2022)

Multi-granularity visual explanations for CNN. - Huanan Bao; Guoyin Wang 001; Shuai Li 019; Qun Liu 005 (Knowl. Based Syst., 2022)

Double embedding and bidirectional sentiment dependence detector for aspect sentiment triplet extraction. - Dawei Dai; Tao Chen; Shuyin Xia; Guoyin Wang 001; Zizhong Chen (Knowl. Based Syst., 2022)

Multi-granularity Association Learning for On-the-fly Fine-grained Sketch-based Image Retrieval. - Dawei Dai; Xiaoyu Tang; Yingge Liu; Shuyin Xia; Guoyin Wang 001 (Knowl. Based Syst., 2022)

EGNN: Constructing explainable graph neural networks via knowledge distillation. - Yuan Li 050; Li Liu 030; Guoyin Wang 001; Yong Du; Penggang Chen (Knowl. Based Syst., 2022)

SW: A weighted space division framework for imbalanced problems with label noise. - Min Li; Hao Zhou 017; Qun Liu 005; Guoyin Wang 001 (Knowl. Based Syst., 2022)

LRP2A: Layer-wise Relevance Propagation based Adversarial attacking for Graph Neural Networks. - Li Liu 030; Yong Du; Ye Wang 006; William K. Cheung 001; Youmin Zhang 006; Qun Liu 005; Guoyin Wang 001 (Knowl. Based Syst., 2022)

An adaptive and general model for label noise detection using relative probabilistic density. - Shuyin Xia; Longhai Huang; Guoyin Wang 001; Xinbo Gao 001; Yabin Shao; Zizhong Chen (Knowl. Based Syst., 2022)

MGRL: attributed multiplex heterogeneous network representation learning based on multi-granularity information fusion. - Ke Chen; Guoyin Wang 001; Shun Fu; Jun Hu 002; Li Liu 030 (Int. J. Mach. Learn. Cybern., 2022)

Democratic three-way decisions based on voting mechanism. - Qinghua Zhang 001; Xuechao Zhi; Yongyang Dai; Guoyin Wang 001 (Int. J. Mach. Learn. Cybern., 2022)

Ball $k$k-Means: Fast Adaptive Clustering With No Bounds. - Shuyin Xia; Daowan Peng; Deyu Meng; Changqing Zhang; Guoyin Wang 001; Elisabeth Giem; Wei Wei 006; Zizhong Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

A Trustable Data-Driven Framework for Composite System Reliability Evaluation. - Yan Yang; Juan Yu; Zhifang Yang; Guoyin Wang 001; Hong Yu 007; Qi Cheng (IEEE Syst. J., 2022)

Intrusion Detection for Secure Social Internet of Things Based on Collaborative Edge Computing: A Generative Adversarial Network-Based Approach. - Laisen Nie; Yixuan Wu; Xiaojie Wang 001; Lei Guo 005; Guoyin Wang 001; Xinbo Gao 001; Shengtao Li (IEEE Trans. Comput. Soc. Syst., 2022)

Random Space Division Sampling for Label-Noisy Classification or Imbalanced Classification. - Shuyin Xia; Yong Zheng; Guoyin Wang 001; Ping He 004; Heng Li 001; Zizhong Chen (IEEE Trans. Cybern., 2022)

PAM-DenseNet: A Deep Convolutional Neural Network for Computer-Aided COVID-19 Diagnosis. - Bin Xiao 002; Zeyu Yang; Xiaoming Qiu; Jingjing Xiao; Guoyin Wang 001; Wenbing Zeng; Weisheng Li 001; Yongjian Nian; Wei Chen (IEEE Trans. Cybern., 2022)

Granularity Selection for Hierarchical Classification Based on Uncertainty Measure. - Shuai Li 019; Jie Yang 052; Guoyin Wang 001; Qinghua Zhang 001; Jun Hu 002 (IEEE Trans. Fuzzy Syst., 2022)

Fuzzy-Entropy-Based Game Theoretic Shadowed Sets: A Novel Game Perspective From Uncertainty. - Qinghua Zhang 001; Man Gao; Fan Zhao 003; Guoyin Wang 001 (IEEE Trans. Fuzzy Syst., 2022)

A Data-Characteristic-Aware Latent Factor Model for Web Services QoS Prediction. - Di Wu 056; Xin Luo 001; Mingsheng Shang 001; Yi He 007; Guoyin Wang 001; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2022)

GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification. - Shuyin Xia; Hao Zhang; Wenhua Li; Guoyin Wang 001; Elisabeth Giem; Zizhong Chen (IEEE Trans. Knowl. Data Eng., 2022)

A Novel Discriminative Dictionary Pair Learning Constrained by Ordinal Locality for Mixed Frequency Data Classification. - Hong Yu 007; Qian Yang; Guoyin Wang 001; Yongfang Xie (IEEE Trans. Knowl. Data Eng., 2022)

Optimized Content Caching and User Association for Edge Computing in Densely Deployed Heterogeneous Networks. - Yun Li 001; Hui Ma; Lei Wang 220; Shiwen Mao; Guoyin Wang 001 (IEEE Trans. Mob. Comput., 2022)

mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework. - Shuyin Xia; Baiyun Chen; Guoyin Wang 001; Yong Zheng; Xinbo Gao 001; Elisabeth Giem; Zizhong Chen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram. - Qinghua Zhang 001; Yunlong Cheng; Fan Zhao 003; Guoyin Wang 001; Shuyin Xia (IEEE Trans. Neural Networks Learn. Syst., 2022)

Online Learning for Distributed Computation Offloading in Wireless Powered Mobile Edge Computing Networks. - Xiaojie Wang 001; Zhaolong Ning; Lei Guo 005; Song Guo 001; Xinbo Gao 001; Guoyin Wang 001 (IEEE Trans. Parallel Distributed Syst., 2022)

A Posterior-Neighborhood-Regularized Latent Factor Model for Highly Accurate Web Service QoS Prediction. - Di Wu 056; Qiang He 001; Xin Luo 001; Mingsheng Shang 001; Yi He 007; Guoyin Wang 001 (IEEE Trans. Serv. Comput., 2022)

Deep Learning-Based Network Traffic Prediction for Secure Backbone Networks in Internet of Vehicles. - Xiaojie Wang 001; Laisen Nie; Zhaolong Ning; Lei Guo 005; Guoyin Wang 001; Xinbo Gao 001; Neeraj Kumar 001 (ACM Trans. Internet Techn., 2022)

Rethinking the image feature biases exhibited by deep convolutional neural network models in image recognition. - Dawei Dai; Yutang Li; Yuqi Wang; Huanan Bao; Guoyin Wang 001 (CAAI Trans. Intell. Technol., 2022)

Ensemble Learning with Time Accumulative Effect for Early Diagnosis of Alzheimer's Disease. - Zhou Zhou; Hong Yu 007; Guoyin Wang 001 (CICAI (2), 2023)

Sketch Less Face Image Retrieval: A New Challenge. - Dawei Dai; Yutang Li; Liang Wang; Shiyu Fu; Shuyin Xia; Guoyin Wang 001 (ICASSP, 2023)

Sketch Teaching System Based on Human-Computer Hybrid Enhanced Intelligence. - Shiyu Fu; Dawei Dai; Le Yang; Zhenchun Liao; Guoyin Wang 001 (ICCSE (3), 2023)

A Novel Discriminative Dictionary Pair Learning Constrained by Ordinal Locality for Mixed Frequency Data Classification : Extended abstract. - Hong Yu 007; Qian Yang; Guoyin Wang 001; Yongfang Xie (ICDE, 2023)

Pyramid Feature Iterative Fusion: A Cross-Scale Fusion Algorithm for Enhanced Analysis of H&E Images in HER2-Positive Breast Cancer. - Xiaomin Xiong; Yuqi Zhang; Lihua Gu; Yi Li; Bo Lin; Dajiang Lei; Guoyin Wang 001; Bo Xu (ICDM (Workshops), 2023)

Building Interpretable Deep CNN Based on Binary Tree Structure Convolution Layers. - Da Liu; Dawei Dai; Yuqi Wang; Feng Hu 001; Shuyin Xia; Guoyin Wang 001 (ICMAI, 2023)

Gaussian Function Representation of 2nd-Order Normal Cloud Model. - Min Li; Guoyin Wang 001; Zeng Yu 001; Hongjun Wang 002; Jihong Wan; Tianrui Li 001 (ISKE, 2023)

A Causal Disentangled Multi-granularity Graph Classification Method. - Yuan Li 050; Li Liu 030; Penggang Chen; Youmin Zhang 006; Guoyin Wang 001 (IJCRS, 2023)

A Novel Hybrid Wind Speed Interval Prediction Model Using Rough Stacked Autoencoder and LSTM. - Qiuyu Mei; Hong Yu 007; Guoyin Wang 001 (IJCRS, 2023)

A Multi-granularity Network for Time Series Forecasting on Multivariate Time Series Data. - Zongqiang Wang; Yan Xian; Guoyin Wang 001; Hong Yu 007 (IJCRS, 2023)

Granular-Ball Three-Way Decision. - Xin Yang 012; Yanhua Li; Shuyin Xia; Xiaoyu Lian; Guoyin Wang 001; Tianrui Li 001 (IJCRS, 2023)

GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball Computing. - Jiang Xie 002; Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2023)

Graph-based Representation for Image based on Granular-ball. - Shuyin Xia; Dawei Dai; Long Yang; Zhany Li; Danf Lan; Hao Zhu; Guoyin Wang 001 (CoRR, 2023)

Research on Efficient Fuzzy Clustering Method Based on Local Fuzzy Granular balls. - Jiang Xie 002; Qiao Deng; Shuyin Xia; Yangzhou Zhao; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2023)

Granular-ball Optimization Algorithm. - Shuyin Xia; Jiancu Chen; Bin Hou; Guoyin Wang 001 (CoRR, 2023)

Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method. - Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2023)

Induction of interval shadowed sets from the perspective of maintaining fuzziness. - Zhiqiang Luo; Jun Hu 002; Qinghua Zhang 001; Guoyin Wang 001 (Int. J. Approx. Reason., 2023)

Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Human-machine Hybrid Swarm Intelligence. - Guoyin Wang 001; Dongdong Cheng; Deyou Xia; Hai Jiang 003 (Int. J. Autom. Comput., 2023)

Mining multigranularity decision rules of concept cognition for knowledge graphs based on three-way decision. - Jiangli Duan; Guoyin Wang 001; Xin Hu 008; Deyou Xia; Di Wu 056 (Inf. Process. Manag., 2023)

An explainable molecular property prediction via multi-granularity. - Haichao Sun; Guoyin Wang 001; Qun Liu 005; Jie Yang 052; Mingyue Zheng (Inf. Sci., 2023)

Ensemble learning framework for image retrieval via deep hash ranking. - Donggen Li; Dawei Dai; Jiancu Chen; Shuyin Xia; Guoyin Wang 001 (Knowl. Based Syst., 2023)

Density peaks clustering based on balance density and connectivity. - Qinghua Zhang 001; Yongyang Dai; Guoyin Wang 001 (Pattern Recognit., 2023)

Superiority of three-way decisions from the perspective of probability. - Longjun Yin; Qinghua Zhang 001; Fan Zhao 003; Dun Liu; Guoyin Wang 001 (Artif. Intell. Rev., 2023)

FBMSNet: A Filter-Bank Multi-Scale Convolutional Neural Network for EEG-Based Motor Imagery Decoding. - Ke Liu 008; Mingzhao Yang; Zhuliang Yu; Guoyin Wang 001; Wei Wu 022 (IEEE Trans. Biomed. Eng., 2023)

Cloud-Cluster: An uncertainty clustering algorithm based on cloud model. - Yue Liu; Zitu Liu; Shuang Li; Yike Guo; Qun Liu 005; Guoyin Wang 001 (Knowl. Based Syst., 2023)

Multiple heterogeneous network representation learning based on multi-granularity fusion. - Manyi Liu; Guoyin Wang 001; Jun Hu 002; Ke Chen (Int. J. Mach. Learn. Cybern., 2023)

Dynamic feature selection combining standard deviation and interaction information. - Peng Wu; Qinghua Zhang 001; Guoyin Wang 001; Fan Yang 068; Fuzhong Xue (Int. J. Mach. Learn. Cybern., 2023)

Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors. - Zihan Yan; Li Liu 030; Xin Li 033; William K. Cheung 001; Youmin Zhang 006; Qun Liu 005; Guoyin Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification. - Shuyin Xia; Shaoyuan Zheng; Guoyin Wang 001; Xinbo Gao 001; Binggui Wang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Dynamic Computation Offloading and Server Deployment for UAV-Enabled Multi-Access Edge Computing. - Zhaolong Ning; Yuxuan Yang 002; Xiaojie Wang 001; Lei Guo 005; Xinbo Gao 001; Song Guo 001; Guoyin Wang 001 (IEEE Trans. Mob. Comput., 2023)

An improved label propagation algorithm based on community core node and label importance for community detection in sparse network. - Yubin Yue; Guoyin Wang 001; Jun Hu 002; Yuan Li 050 (Appl. Intell., 2023)

Hierarchical multi-UAVs task assignment based on dominance rough sets. - Haihuan Jiang; Guoyin Wang 001; Qun Liu 005; Peng Gao; Xin Huang (Appl. Soft Comput., 2023)

Cloud-VAE: Variational autoencoder with concepts embedded. - Yue Liu; Zitu Liu; Shuang Li; Zhenyao Yu; Yike Guo; Qun Liu 005; Guoyin Wang 001 (Pattern Recognit., 2023)

A Hybrid Model for Billet Tapping Temperature Prediction and Optimization in Reheating Furnace. - Hong Yu 007; Jiangnan Gong; Guoyin Wang 001; Xiaofang Chen (IEEE Trans. Ind. Informatics, 2023)

An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation. - Shuyin Xia; Xinyu Bai; Guoyin Wang 001; Yunlong Cheng; Deyu Meng; Xinbo Gao 001; Yujia Zhai; Elisabeth Giem (IEEE Trans. Knowl. Data Eng., 2023)

GRRS: Accurate and Efficient Neighborhood Rough Set for Feature Selection. - Shuyin Xia; Shulin Wu; Xinxing Chen; Guoyin Wang 001; Xinbo Gao 001; Qinghua Zhang 001; Elisabeth Giem; Zizhong Chen (IEEE Trans. Knowl. Data Eng., 2023)

An Efficient Spectral Clustering Algorithm Based on Granular-Ball. - Jiang Xie 002; Weiyu Kong; Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Knowl. Data Eng., 2023)

Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System. - Qinghua Zhang 001; Chengying Wu; Shuyin Xia; Fan Zhao 003; Man Gao; Yunlong Cheng; Guoyin Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

High-practicability image completion using attention mechanism and joint enhancive discriminator. - Ruqi Wang; Guoyin Wang 001; Guiyin Zou; Qun Liu 005 (Appl. Intell., 2023)

An optimized method for variational autoencoders based on Gaussian cloud model. - Jin Dai; Qiuyan Guo; Guoyin Wang 001; Xiao Liu; Zhifang Zheng (Inf. Sci., 2023)

Interpreting open-domain dialogue generation by disentangling latent feature representations. - Ye Wang 006; Jingbo Liao; Hong Yu 007; Guoyin Wang 001; Xiaoxia Zhang; Li Liu 030 (Neural Comput. Appl., 2023)

Bi-LSTM Sequence Modeling for On-The-Fly Fine-Grained Sketch-Based Image Retrieval. - Yingge Liu; Dawei Dai; Xiaoyu Tang; Shuyin Xia; Guoyin Wang 001 (IEEE Trans. Artif. Intell., 2023)

A Neighborhood Covering Classifier Based on Optimal Granularity of Fuzzy Quotient Space. - Fan Zhao 003; Qinghua Zhang 001; Chengying Wu; Yongyang Dai; Qin Xie; Guoyin Wang 001; Shuyin Xia (IEEE Trans. Fuzzy Syst., 2023)

Mean-Field Learning for Edge Computing in Mobile Blockchain Networks. - Xiaojie Wang 001; Zhaolong Ning; Lei Guo 005; Song Guo 001; Xinbo Gao 001; Guoyin Wang 001 (IEEE Trans. Mob. Comput., 2023)

Constructing shadowed set based on game analysis of uncertainty and decision cost. - Man Gao; Qinghua Zhang 001; Fan Zhao 003; Chengying Wu; Guoyin Wang 001; Deyou Xia (Appl. Soft Comput., 2023)

Uncertainty and three-way decision in data science. - JingTao Yao 001; Chris Cornelis; Guoyin Wang 001; Yiyu Yao (Int. J. Approx. Reason., 2023)

Multi-transformer based on prototypical enhancement network for few-shot relation classification with domain adaptation. - Hongfei Du; Qinghua Zhang 001; Keyuan Li; Fan Zhao 003; Guoyin Wang 001 (Neurocomputing, 2023)

Interactive fuzzy knowledge distance-guided attribute reduction with three-way accelerator. - Deyou Xia; Guoyin Wang 001; Qinghua Zhang 001; Jie Yang 052; Huanan Bao; Shuai Li 019; Binbin Sang (Knowl. Based Syst., 2023)

Incremental Approximation Feature Selection With Accelerator for Rough Fuzzy Sets by Knowledge Distance. - Deyou Xia; Guoyin Wang 001; Qinghua Zhang 001; Jie Yang 052; Shuai Li 019; Man Gao (IEEE Trans. Fuzzy Syst., 2023)

Stable local interpretable model-agnostic explanations based on a variational autoencoder. - Xu Xiang; Hong Yu 007; Ye Wang 006; Guoyin Wang 001 (Appl. Intell., 2023)

Joint relational triple extraction based on potential relation detection and conditional entity mapping. - Xiong Zhou; Qinghua Zhang 001; Man Gao; Guoyin Wang 001 (Appl. Intell., 2023)

Information fusion for multi-scale data: Survey and challenges. - Qinghua Zhang 001; Ying Yang; Yunlong Cheng; Guoyin Wang 001; Weiping Ding 001; Wei-Zhi Wu 001; Danilo Pelusi (Inf. Fusion, 2023)

Multi-Granularity Causal Structure Learning. - Jiaxuan Liang; Jun Wang 035; Guoxian Yu; Shuyin Xia; Guoyin Wang 001 (AAAI, 2024)

PA-LLaVA: A Large Language-Vision Assistant for Human Pathology Image Understanding. - Dawei Dai; Yuanhui Zhang; Long Xu; Qianlan Yang; Xiaojing Shen; Shuyin Xia; Guo-Yin Wang 001 (BIBM, 2024)

APK-MRL: An Adaptive Pre-training Framework with Knowledge-enhanced for Molecular Representation Learning. - Xu Gong; Qun Liu 005; Rui Han 001; Li Liu 030; Yike Guo; Guoyin Wang 001 (BIBM, 2024)

GraphConvNet: A Dual Network Utilizing Local Features Coupled with Structural Information for Predicting Knee Osteoarthritis. - Pengju Tang; Dawei Dai; Kai Zou; Xionghui Yang; Guoyin Wang 001 (BIBM, 2024)

A Novel Class Incremental Learning Method via Multi-granularity Balance Inspired by Human Granular Cognition Mechanism. - Yan Xian; Hong Yu 007; Ye Wang 006; Guoyin Wang 001 (BI (1), 2024)

W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure. - Jiang Xie 002; Chunfeng Hua; Shuyin Xia; Yuxin Cheng; Guoyin Wang 001; Xinbo Gao 001 (ICDE, 2024)

An Efficient Fuzzy Stream Clustering Method Based on Granular-Ball Structure. - Jiang Xie 002; Minggao Dai; Shuyin Xia; Jinajinz Zhang; Guoyin Wang 001; Xinbo Gao 001 (ICDE, 2024)

Multimodal Image-Text Representation Learning for Sketch-Less Facial Image Retrieval. - Dawei Dai; Yingge Liu; Shiyu Fu; Guoyin Wang 001 (ICME, 2024)

Language Models as Semantic Indexers. - Bowen Jin; Hansi Zeng; Guoyin Wang 001; Xiusi Chen; Tianxin Wei; Ruirui Li 002; Zhengyang Wang; Zheng Li 018; Yang Li; Hanqing Lu; Suhang Wang; Jiawei Han 001; et al. (ICML, 2024)

Granular-Ball Representation Learning for Deep CNN on Learning with Label Noise. - Dawei Dai; Hao Zhu; Shuyin Xia; Guoyin Wang 001 (ICONIP (4), 2024)

Text Adversarial Defense via Granular-Ball Sample Enhancement. - Zeli Wang; Jian Li; Shuyin Xia; Longlong Lin; Guoyin Wang 001 (ICMR, 2024)

GBRAIN: Combating Textual Label Noise by Granular-ball based Robust Training. - Zeli Wang; Tuo Zhang; Shuyin Xia; Longlong Lin; Guoyin Wang 001 (ICMR, 2024)

Rough Shadowed Set: Hybridization of Rough Set and Shadowed Set. - Man Gao; Qinghua Zhang 001; Pengren Jin; Deyou Xia; Guo-Yin Wang 001 (IJCRS (1), 2024)

An Interpretable Framework for Pulmonary Nodule Malignancy Prediction. - Ruqi Wang; Guoyin Wang 001; Yunfei Zhou; Qun Liu 005 (IJCRS (3), 2024)

Hyp-DAN: Hyperbolic Distance-Aware Attention Networks. - Fuchuan Xiang; Jianhang Tang; Shaobo Li 001; Guoyin Wang 001; Ji Xu 001 (IJCRS (1), 2024)

Three-Way Hybrid Sampling Using Granular Balls for Imbalanced Classification. - Qin Xie; Qinghua Zhang 001; Nanfang Luo; Guoyin Wang 001 (IJCRS (2), 2024)

Collaborative Optimization of Truck-Drone Based on Multi-agent Reinforcement Learning. - Wenhao Zhang; Guoyin Wang 001; Qun Liu 005 (IJCRS (3), 2024)

Multi-strategy Integration Model Based on Black-Winged Kite Algorithm and Artificial Rabbit Optimization. - Ruidong Xue; Xiaoxia Zhang; Xin Xu; Jiangtao Zhang; Dongdong Cheng; Guoyin Wang 001 (ICSI (1), 2024)

Brain-Inspired Diagnostic Model for Lung Nodules. - Huanan Bao; Guoyin Wang 001; Qun Liu 005; Pengcheng Xu (WI/IAT, 2024)

A Multi-Population Surrogate-Assisted Algorithm Based on Granular-Ball K-Nearest Neighbors Classification for Expensive Optimization. - Haihuan Jiang; Guoyin Wang 001; Qun Liu 005; Jiajia Cao (WI/IAT, 2024)

Interpretable rough neural network for lung nodule diagnosis. - Huanan Bao; Guoyin Wang 001; Chen Liu 026; Qun Liu 005; Qiuyu Mei; Changhua Xu; Xin Wang (Appl. Soft Comput., 2024)

Three-way multi-attribute decision-making under the double hierarchy hesitant fuzzy linguistic information system. - Nanfang Luo; Qinghua Zhang 001; Longjun Yin; Qin Xie; Chengying Wu; Guoyin Wang 001 (Appl. Soft Comput., 2024)

A multi-granularity hierarchical network for long- and short-term forecasting on multivariate time series data. - Hong Yu 007; Zongqiang Wang; Yongfang Xie; Guoyin Wang 001 (Appl. Soft Comput., 2024)

BTSC: Binary tree structure convolution layers for building interpretable decision-making deep CNN. - Yuqi Wang; Dawei Dai; Da Liu; Shuyin Xia; Guoyin Wang 001 (CAAI Trans. Intell. Technol., 2024)

OSFS-Vague: Online streaming feature selection algorithm based on vague set. - Jie Yang 052; Zhijun Wang; Guoyin Wang 001; Yanmin Liu; Yi He 007; Di Wu 056 (CAAI Trans. Intell. Technol., 2024)

Ankylosing spondylitis prediction using fuzzy K-nearest neighbor classifier assisted by modified JAYA optimizer. - Wenyuan Jia; Shu Chen; Lili Yang 001; Guomin Liu; Chiyu Li; Zhiqiang Cheng; Guoyin Wang 001; Xiaoyu Yang (Comput. Biol. Medicine, 2024)

Concept cognition for knowledge graphs: Mining multi-granularity decision rule. - Jiangli Duan; Guoyin Wang 001; Xin Hu 008; Qun Liu 005; Qin Jiang; Huamin Zhu (Cogn. Syst. Res., 2024)

Multi-Granularity Representation Learning for Sketch-based Dynamic Face Image Retrieval. - Liang Wang; Dawei Dai; Shiyu Fu; Guoyin Wang 001 (CoRR, 2024)

15M Multimodal Facial Image-Text Dataset. - Dawei Dai; Yutang Li; Yingge Liu; Mingming Jia; Yuanhui Zhang; Guoyin Wang 001 (CoRR, 2024)

A robust three-way classifier with shadowed granular-balls based on justifiable granularity. - Jie Yang 052; Lingyun Xiaodiao; Guoyin Wang 001; Witold Pedrycz; Shuyin Xia; Qinghua Zhang 001; Di Wu 056 (CoRR, 2024)

GBCT: An Efficient and Adaptive Granular-Ball Clustering Algorithm for Complex Data. - Shuyin Xia; Bolun Shi; Yifan Wang; Jiang Xie 002; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2024)

Factors affecting forensic electric network frequency matching - A comprehensive study. - Guang Hua 001; Qingyi Wang; Dengpan Ye; Haijian Zhang; Guoyin Wang 001; Shuyin Xia (Digit. Commun. Networks, 2024)

Granular-ball computing-based manifold clustering algorithms for ultra-scalable data. - Dongdong Cheng; Shushu Liu; Shuyin Xia; Guoyin Wang 001 (Expert Syst. Appl., 2024)

WRND: A weighted oversampling framework with relative neighborhood density for imbalanced noisy classification. - Min Li; Hao Zhou 017; Qun Liu 005; Xu Gong; Guoyin Wang 001 (Expert Syst. Appl., 2024)

Prior semantic-embedding representation learning for on-the-fly FG-SBIR. - Yingge Liu; Dawei Dai; Kenan Zou; Xiufang Tan; Yiqiao Wu; Guoyin Wang 001 (Expert Syst. Appl., 2024)

FedViT: Federated continual learning of vision transformer at edge. - Xiaojiang Zuo; Yaxin Luopan; Rui Han 001; Qinglong Zhang; Chi Harold Liu; Guoyin Wang 001; Lydia Y. Chen (Future Gener. Comput. Syst., 2024)

Vision-language joint representation learning for sketch less facial image retrieval. - Dawei Dai; Shiyu Fu; Yingge Liu; Guoyin Wang 001 (Inf. Fusion, 2024)

An adaptive density clustering approach with multi-granularity fusion. - Jiang Xie 002; Lian Jiang; Shuyin Xia; Xuexin Xiang; Guoyin Wang 001 (Inf. Fusion, 2024)

Enhancing graph neural networks for self-explainable modeling: A causal perspective with multi-granularity receptive fields. - Yuan Li 050; Li Liu 030; Penggang Chen; Chenglin Zhang; Guoyin Wang 001 (Inf. Process. Manag., 2024)

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm. - Dongdong Cheng; Cheng Zhang; Ya Li; Shuyin Xia; Guoyin Wang 001; Jinlong Huang; Sulan Zhang; Jiang Xie 002 (Inf. Sci., 2024)

GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification. - Haichao Sun; Guoyin Wang 001; Qun Liu 005; Yike Guo (Inf. Sci., 2024)

Adaptive three-way KNN classifier using density-based granular balls. - Jie Yang 052; Juncheng Kuang; Guoyin Wang 001; Qinghua Zhang 001; Yanmin Liu; Qun Liu 005; Deyou Xia; Shuai Li 019; Xiaoqi Wang; Di Wu 056 (Inf. Sci., 2024)

Attribute reduction for hierarchical classification based on improved fuzzy rough set. - Jie Yang 052; Xiaodan Qin; Guoyin Wang 001; Qinghua Zhang 001; Shuai Li 019; Di Wu 056 (Inf. Sci., 2024)

Fair large kernel embedding with relation-specific features extraction for link prediction. - Qinghua Zhang 001; Shuaishuai Huang; Qin Xie; Fan Zhao 003; Guoyin Wang 001 (Inf. Sci., 2024)

Mg-SubAgg: Multi-granularity Subgraph Aggregation with topology for GNN. - Xiaoxia Zhang; Mengsheng Ye; Yun Zhang; Qun Liu 005; Guoyin Wang 001; Kesheng Wu (Inf. Sci., 2024)

A novel attribute reduction method with constraints on empirical risk and decision rule length. - Xiaoxia Zhang; Penghao Zhang; Yanjun Liu 008; Guoyin Wang 001 (Inf. Sci., 2024)

Improving disentanglement in variational auto-encoders via feature imbalance-informed dimension weighting. - Yue Liu; Zhenyao Yu; Zitu Liu; Ziyi Yu; Xinyan Yang; Xingyue Li; Yike Guo; Qun Liu 005; Guoyin Wang 001 (Knowl. Based Syst., 2024)

GEAR: Learning graph neural network explainer via adjusting gradients. - Youmin Zhang 006; Qun Liu 005; Guoyin Wang 001; William K. Cheung 001; Li Liu 030 (Knowl. Based Syst., 2024)

ACVAE: A novel self-adversarial variational auto-encoder combined with contrast learning for time series anomaly detection. - Xiaoxia Zhang; Shang Shi; Haichao Sun; Degang Chen 002; Guoyin Wang 001; Kesheng Wu (Neural Networks, 2024)

D-Net: A dual-encoder network for image splicing forgery detection and localization. - Zonglin Yang; Bo Liu 047; Xiuli Bi; Bin Xiao 002; Weisheng Li 001; Guoyin Wang 001; Xinbo Gao 001 (Pattern Recognit., 2024)

Dehazing & Reasoning YOLO: Prior knowledge-guided network for object detection in foggy weather. - Fujin Zhong; Wenxin Shen; Hong Yu 007; Guoyin Wang 001; Jun Hu 002 (Pattern Recognit., 2024)

A Knowledge-Driven Self-Supervised Approach for Molecular Generation. - Maotao Liu; Yifan Yang 008; Qun Liu 005; Li Liu 030; Guoyin Wang 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

An End-to-End Knowledge Graph Fused Graph Neural Network for Accurate Protein-Protein Interactions Prediction. - Jie Yang 052; Yapeng Li; Guoyin Wang 001; Zhong Chen 003; Di Wu 056 (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

FDSR: An Interpretable Frequency Division Stepwise Process Based Single-Image Super-Resolution Network. - Pengcheng Xu; Qun Liu 005; Huanan Bao; Ruhui Zhang; Lihua Gu; Guoyin Wang 001 (IEEE Trans. Image Process., 2024)

Mobile Edge Computing and Machine Learning in the Internet of Unmanned Aerial Vehicles: A Survey. - Zhaolong Ning; Hao Hu; Xiaojie Wang 001; Lei Guo 005; Song Guo 001; Guoyin Wang 001; Xinbo Gao 001 (ACM Comput. Surv., 2024)

One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning. - Chunjie Wang; Dawei Dai; Shuyin Xia; Yingge Liu; Guoyin Wang 001 (IEEE Trans. Artif. Intell., 2024)

Data-Driven Interval Granulation Approach Based on Uncertainty Principle for Efficient Classification. - Chengying Wu; Qinghua Zhang 001; Longjun Yin; Qin Xie; Nanfang Luo; Guoyin Wang 001 (IEEE Trans. Fuzzy Syst., 2024)

WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users Across Networks via Regularized Representation Learning. - Li Liu 030; Penggang Chen; Xin Li 033; William Kwok-Wai Cheung; Youmin Zhang 006; Qun Liu 005; Guoyin Wang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Gaussian mixture model with local consistency: a hierarchical minimum message length-based approach. - Min Li; Guoyin Wang 001; Zeng Yu 001; Hongjun Wang 002; Jihong Wan; Tianrui Li 001 (Int. J. Mach. Learn. Cybern., 2024)

KDDGAN: Knowledge-Guided Explicit Feature Disentanglement for Facial Attribute Editing. - Ye Wang 006; Qianmengke Zhao; Qun Liu 005; Guoyin Wang 001; Hong Yu 007; Li Liu 030; Jiaxu Leng (IEEE Trans. Consumer Electron., 2024)

A multi-level semantic-assisted unsupervised heterogeneous network representation learning model. - Qun Liu 005; Chengxin Peng; Shuyin Xia; Guoyin Wang 001 (Neurocomputing, 2024)

Towards explaining graph neural networks via preserving prediction ranking and structural dependency. - Youmin Zhang 006; William K. Cheung 001; Qun Liu 005; Guoyin Wang 001; Lili Yang 001; Li Liu 030 (Inf. Process. Manag., 2024)

GBG++: A Fast and Stable Granular Ball Generation Method for Classification. - Qin Xie; Qinghua Zhang 001; Shuyin Xia; Fan Zhao 003; Chengying Wu; Guoyin Wang 001; Weiping Ding 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem. - Shuyin Xia; Xiaochuan Dai; Guoyin Wang 001; Xinbo Gao 001; Elisabeth Giem (IEEE Trans. Neural Networks Learn. Syst., 2024)

A multi-granular general evolutionary computation framework by fully utilizing the eliminated particles. - Yiping Xiong; Shuyin Xia; Caoxiao Li; Xiaoyu Lian; Bin Hou; Guoyin Wang 001 (Int. J. Mach. Learn. Cybern., 2024)

LGRL: Local-Global Representation Learning for On-the-Fly FG-SBIR. - Dawei Dai; Yingge Liu; Yutang Li; Shiyu Fu; Shuyin Xia; Guoyin Wang 001 (IEEE Trans. Big Data, 2024)

3WC-GBNRS++: A Novel Three-Way Classifier With Granular-Ball Neighborhood Rough Sets Based on Uncertainty. - Jie Yang 052; Zhuangzhuang Liu; Shuyin Xia; Guoyin Wang 001; Qinghua Zhang 001; Shuai Li 019; Taihua Xu (IEEE Trans. Fuzzy Syst., 2024)

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters. - Dongdong Cheng; Jinlong Huang; Sulan Zhang; Shuyin Xia; Guoyin Wang 001; Jiang Xie 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

The interactive fusion of characters and lexical information for Chinese named entity recognition. - Ye Wang 006; Zheng Wang; Hong Yu 007; Guoyin Wang 001; Dajiang Lei (Artif. Intell. Rev., 2024)

Constructing Three-Way Decision of Rough Fuzzy Sets from the Perspective of Uncertainties. - Jie Yang 052; Xiaoqi Wang; Guoyin Wang 001; Deyou Xia (Cogn. Comput., 2024)

Learning Counterfactual Explanation of Graph Neural Networks via Generative Flow Network. - Kangjia He; Li Liu 030; Youmin Zhang 006; Ye Wang 006; Qun Liu 005; Guoyin Wang 001 (IEEE Trans. Artif. Intell., 2024)

Multidimensional Dynamic Pruning: Exploring Spatial and Channel Fuzzy Sparsity. - Mingwen Shao; Jiandong Kuang; Chao Wang 102; Wangmeng Zuo; Guoyin Wang 001 (IEEE Trans. Fuzzy Syst., 2024)

Fuzziness-Based Three-Way Decision With Neighborhood Rough Sets Under the Framework of Shadowed Sets. - Jie Yang 052; Xiaoqi Wang; Guoyin Wang 001; Qinghua Zhang 001; Nenggan Zheng; Di Wu 056 (IEEE Trans. Fuzzy Syst., 2024)

Effective Value Analysis of Fuzzy Similarity Relation in HQSS for Efficient Granulation. - Qinghua Zhang 001; Fan Zhao 003; Yunlong Cheng; Man Gao; Guoyin Wang 001; Shuyin Xia; Weiping Ding 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Integration of Sensing, Communication, and Computing for Metaverse: A Survey. - Xiaojie Wang 001; Qi Guo 004; Zhaolong Ning; Lei Guo 005; Guoyin Wang 001; Xinbo Gao 001; Yan Zhang 002 (ACM Comput. Surv., 2024)

VSG3A2: A Genetic Algorithm-Based Virtual Sample Generation Approach Using Information Gain and Acceptance-Rejection Sampling. - Hong Yu 007; Xuekang Fan; Guoyin Wang 001; Yongfang Xie (IEEE Trans. Evol. Comput., 2024)

Three-Way Approximations Fusion With Granular-Ball Computing to Guide Multigranularity Fuzzy Entropy for Feature Selection. - Deyou Xia; Guoyin Wang 001; Qinghua Zhang 001; Jie Yang 052; Shuyin Xia (IEEE Trans. Fuzzy Syst., 2024)

Self-supervised modal optimization transformer for image captioning. - Ye Wang 006; Daitianxia Li; Qun Liu 005; Li Liu 030; Guoyin Wang 001 (Neural Comput. Appl., 2024)

Granular-Ball Fuzzy Set and Its Implement in SVM. - Shuyin Xia; Xiaoyu Lian; Guoyin Wang 001; Xinbo Gao 001; Qinghua Hu; Yabin Shao (IEEE Trans. Knowl. Data Eng., 2024)

MGNR: A Multi-Granularity Neighbor Relationship and Its Application in KNN Classification and Clustering Methods. - Jiang Xie 002; Xuexin Xiang; Shuyin Xia; Lian Jiang; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Class Incremental Learning via Semantic Information Mapping and Background Information Calibrating. - Yan Xian; Hong Yu 007; Huaxiong Li; Guoyin Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding. - Ke Liu 008; Tao Yang; Zhuliang Yu; Weibo Yi; Hong Yu 007; Guoyin Wang 001; Wei Wu 022 (IEEE J. Biomed. Health Informatics, 2024)

Open Continual Feature Selection via Granular-Ball Knowledge Transfer. - Xuemei Cao 001; Xin Yang 012; Shuyin Xia; Guoyin Wang 001; Tianrui Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Cycle-Fed: A Double-Confidence Unlabeled Data Augmentation Method Based on Semisupervised Federated Learning. - Yunpeng Xiao 001; Qunqing Zhang; Fei Tang; Rong Wang 003; Qian Li 009; Guoyin Wang 001 (IEEE Trans. Mob. Comput., 2024)

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data. - Dongdong Cheng; Ya Li; Shuyin Xia; Guoyin Wang 001; Jinlong Huang; Sulan Zhang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary. - Yanhua Li; Xiaocao Ouyang; Chaofan Pan; Jie Zhang; Sen Zhao 001; Shuyin Xia; Xin Yang 012; Guo-Yin Wang 001; Tianrui Li 001 (AAAI, 2025)

Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training. - Shuyin Xia; Xinjun Ma; Zhiyuan Liu; Cheng Liu; Sen Zhao 001; Guoyin Wang 001 (AAAI, 2025)

MGO: A Multi-Granularity Optimization Algorithm Based on Granular-balls. - Bin Hou; Degang Chen 002; Guoyin Wang 001; Shuyin Xia (CEC, 2025)

A Multi-Granularity Fireworks Algorithm with Collaboration and Competition for Solving the Influence Maximization Problem. - Bin Hou; Guoyin Wang 001; Shuyin Xia; Degang Chen 002 (CEC, 2025)

Pseudo-label-Based Unsupervised Granular-Ball Division and Fast Spectral Clustering for High-Dimensional Data. - Dongdong Cheng; Xiaocui Jiang; Shuyin Xia; Guoyin Wang 001 (ICDE, 2025)

Link prediction for attribute and structure learning based on attention mechanism. - Renjuan Nie; Guoyin Wang 001; Qun Liu 005; Chengxin Peng (Appl. Soft Comput., 2025)

GRANet: a graph residual attention network for gene regulatory network inference. - Junliang Zhou; Ningji Gong; Yanjun Hu; Hong Yu 007; Guoyin Wang 001; Hao Wu 062 (Briefings Bioinform., 2025)

Determinate node selection for semi-supervised classification oriented graph convolutional networks. - Yao Xiao; Ji Xu 001; Jing Yang 017; Shaobo Li 001; Guoyin Wang 001 (Int. J. Bio Inspired Comput., 2025)

Mol-L2: Transferring text knowledge with frozen language models for molecular representation learning. - Maotao Liu; Qun Liu 005; Xu Gong; Yunsong Luo; Guoyin Wang 001 (Neurocomputing, 2025)

PT-VAE: Variational autoencoder with prior concept transformation. - Zitu Liu; Yue Liu; Zhenyao Yu; Zhengwei Yang; Qingshan Fu; Yike Guo; Qun Liu 005; Guoyin Wang 001 (Neurocomputing, 2025)

A unified multi-granulation hierarchy structure: Construction, Selection, Fusion and Reduction. - Xiaoxia Zhang; Jiangtao Zhang; Guoyin Wang 001 (Inf. Fusion, 2025)

ICAM: An interpretable auxiliary model for the pathological diagnosis of breast cancer based on knowledge embedding. - Lihua Gu; Xiaomin Xiong; Qun Liu 005; Dajiang Lei; Ruqi Wang; Bo Lin; Guoyin Wang 001; Bo Xu (Inf. Sci., 2025)

Sequential three-way group decision-making for double hierarchy hesitant fuzzy linguistic term set. - Nanfang Luo; Qinghua Zhang 001; Qin Xie; Yutai Wang; Longjun Yin; Guoyin Wang 001 (Inf. Sci., 2025)

Optimal scale combination selection based on genetic algorithm in generalized multi-scale decision systems for classification. - Ying Yang; Qinghua Zhang 001; Fan Zhao 003; Yunlong Cheng; Qin Xie; Guoyin Wang 001 (Inf. Sci., 2025)

Intuitively interpreting GANs latent space using semantic distribution. - Ruqi Wang; Guoyin Wang 001; Lihua Gu; Qun Liu 005; Yue Liu; Yike Guo (Knowl. Based Syst., 2025)

GAdaBoost: An efficient and robust AdaBoost algorithm based on granular-ball structure. - Qin Xie; Qinghua Zhang 001; Shuyin Xia; Xinran Zhou; Guoyin Wang 001 (Knowl. Based Syst., 2025)

MIFS: An adaptive multipath information fused self-supervised framework for drug discovery. - Xu Gong; Qun Liu 005; Rui Han 001; Yike Guo; Guoyin Wang 001 (Neural Networks, 2025)

Learning model-level explanations of graph neural networks via subgraph order embedding space. - Li Liu 030; Pengyu Wan; Feiyan Zhang; Youmin Zhang 006; Qun Liu 005; Guoyin Wang 001 (Neural Networks, 2025)

MDFCL: Multimodal data fusion-based graph contrastive learning framework for molecular property prediction. - Xu Gong; Maotao Liu; Qun Liu 005; Yike Guo; Guoyin Wang 001 (Pattern Recognit., 2025)

A benchmark dataset and semantics-guided detection network for spatial-temporal human actions in urban driving scenes. - Fujin Zhong; Yini Wu; Hong Yu 007; Guoyin Wang 001; Zhantao Lu (Pattern Recognit., 2025)

Dynamic Emotion-Dependent Network With Relational Subgraph Interaction for Multimodal Emotion Recognition. - Ye Wang 006; Wei Zhang; Ke Liu 008; Wei Wu 022; Feng Hu 001; Hong Yu 007; Guoyin Wang 001 (IEEE Trans. Affect. Comput., 2025)

An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing. - Dawei Dai; Fan Chen 010; Shuyin Xia; Long Yang; Guan Wang; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Image Process., 2025)

MultiGranDTI: an explainable multi-granularity representation framework for drug-target interaction prediction. - Xu Gong; Qun Liu 005; Jing He; Yike Guo; Guoyin Wang 001 (Appl. Intell., 2025)

A cross-granularity feature fusion method for fine-grained image recognition. - Shan Wu; Jun Hu 002; Chen Sun; Fujin Zhong; Qinghua Zhang 001; Guoyin Wang 001 (Appl. Intell., 2025)

A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing. - Guannan Lai; Yihui Feng; Xin Yang 012; Xiaoyu Deng; Hao Yu; Shuyin Xia; Guoyin Wang 001; Tianrui Li 001 (CoRR, 2025)

Three-Stage Semisupervised Cross-Modal Hashing With Pairwise Relations Exploitation. - Wentao Fan; Chao Zhang 078; Huaxiong Li; Xiuyi Jia; Guoyin Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set. - Shuyin Xia; Cheng Wang 003; Guoyin Wang 001; Xinbo Gao 001; Weiping Ding 001; JianHang Yu; Yujia Zhai; Zizhong Chen (IEEE Trans. Neural Networks Learn. Syst., 2025)

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines. - M.-A-P. Team; Xinrun Du; Yifan Yao; Kaijing Ma; Bingli Wang; Tianyu Zheng; Kang Zhu; Minghao Liu; Yiming Liang; Xiaolong Jin; Zhenlin Wei; Chujie Zheng; et al. (CoRR, 2025)

New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration. - Xuzheng Yang; Junzhuo Liu 002; Peng Wang 023; Guoyin Wang 001; Yang Yang 002; Heng Tao Shen (CoRR, 2025)

Adversarial attack method based on enhanced spatial momentum. - Jun Hu 002; Guanghao Wei; Shuyin Xia; Guo-Yin Wang 001 (Int. J. Mach. Learn. Cybern., 2025)

A Distributed Generative Adversarial Network for Data Augmentation Under Vertical Federated Learning. - Yunpeng Xiao 001; Xufeng Li; Tun Li; Rong Wang 003; Yucai Pang; Guoyin Wang 001 (IEEE Trans. Big Data, 2025)

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values. - M.-A-P. Team; Siwei Wu; Jincheng Ren; Xinrun Du; Shuyue Guo; Xingwei Qu; Yiming Liang; Jie Liu 047; Yunwen Li; Tianyu Zheng; Boyu Feng; Huaqing Yuan; et al. (CoRR, 2025)

MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems. - Yibiao Wei; Jie Zou; Weikang Guo; Guoyin Wang 001; Xing Xu 001; Yang Yang 002 (CoRR, 2025)

SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs. - Haoxuan Li 002; Yi Bin; Yunshan Ma; Guoyin Wang 001; Yang Yang 002; See-Kiong Ng; Tat-Seng Chua (CoRR, 2025)

Knowledge-Level Fusion: A Novel Information Fusion Mode From the Perspective of Granular Computing. - Fan Zhao 003; Qinghua Zhang 001; Ying Yang; Longjun Yin; Guoyin Wang 001; Weiping Ding 001 (IEEE Trans. Cybern., 2025)

Multi-Scale Dynamic Sparse Token Multi-Instance Learning for Pathology Image Classification. - Dajiang Lei; Yuqi Zhang; Haodong Wang; Xiaomin Xiong; Bo Xu; Guoyin Wang 001 (IEEE J. Biomed. Health Informatics, 2025)

Granular Sequential Three-Way Decision for Specific Decision Classes. - Yunlong Cheng; Xiuhua Yang; Qinghua Zhang 001; Yabin Shao; Guoyin Wang 001 (IEEE Trans. Fuzzy Syst., 2025)

Selecting Central and Divergent Samples via Leading Tree Metric Space for Semisupervised Learning. - Ji Xu 001; Gang Ren; Jianhang Tang; Weiping Ding 001; Guoyin Wang 001 (IEEE Trans. Fuzzy Syst., 2025)

GBSVM: An Efficient and Robust Support Vector Machine Framework via Granular-Ball Computing. - Shuyin Xia; Xiaoyu Lian; Guoyin Wang 001; Xinbo Gao 001; Jiancu Chen; Xiaoli Peng (IEEE Trans. Neural Networks Learn. Syst., 2025)

Pathologyvlm: a large vision-language model for pathology image understanding. - Dawei Dai; Yuanhui Zhang; Qianlan Yang; Long Xu; Xiaojing Shen; Shuyin Xia; Guoyin Wang 001 (Artif. Intell. Rev., 2025)

Granular-Ball-Induced Multiple Kernel K-Means. - Shuyin Xia; Yifan Wang; Lifeng Shen; Guoyin Wang 001 (CoRR, 2025)

Long-Tailed Classification Based on Coarse-Grained Leading Forest and Multi-Center Loss. - Jinye Yang; Ji Xu 001; Di Wu 056; Jianhang Tang; Shaobo Li 001; Guoyin Wang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

A Cross-Domain Recommendation Model Based on Asymmetric Vertical Federated Learning and Heterogeneous Representation. - Wanjing Zhao; Yunpeng Xiao 001; Tun Li; Rong Wang 003; Qian Li 009; Guoyin Wang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Constructing Three-Way Decision With Fuzzy Granular-Ball Rough Sets Based on Uncertainty Invariance. - Jie Yang 052; Zhuangzhuang Liu; Guoyin Wang 001; Qinghua Zhang 001; Shuyin Xia; Di Wu 056; Yanmin Liu (IEEE Trans. Fuzzy Syst., 2025)

FP-RTDETR: enhancing infrared ship detection with multi-scale feature fusion and lightweight design. - Xi Chen; Guoyin Wang 001 (J. Supercomput., 2025)

An Unsupervised Federated Domain Adaptation Method Based on Knowledge Distillation. - Yunpeng Xiao 001; Yutong Guo; Haipeng Zhu; Chaolong Jia; Qian Li 009; Rong Wang 003; Guoyin Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

LiNGAM-SF: Causal Structural Learning Method With Linear Non-Gaussian Acyclic Models for Streaming Features. - Chenglin Zhang; Hong Yu 007; Guoyin Wang 001; Yongfang Xie (IEEE Trans. Neural Networks Learn. Syst., 2025)

Implicit Counterfactual Learning for Audio-Visual Segmentation. - Mingfeng Zha; Tianyu Li; Guoyin Wang 001; Peng Wang 023; Yangyang Wu; Yang Yang 002; Heng Tao Shen (CoRR, 2025)

DMSACNN: Deep Multiscale Attentional Convolutional Neural Network for EEG-Based Motor Decoding. - Ke Liu 008; Xin Xing; Tao Yang; Zhuliang Yu; Bin Xiao 002; Guoyin Wang 001; Wei Wu 022 (IEEE J. Biomed. Health Informatics, 2025)

GBCT: Efficient and Adaptive Clustering via Granular-Ball Computing for Complex Data. - Shuyin Xia; Bolun Shi; Yifan Wang; Jiang Xie 002; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

A Rule-Guided Community Detection Method for Identifying Subpopulations in Medical Data. - Hanyue Liu; Hong Yu 007; Hao Wu 062; Guoyin Wang 001 (IEEE J. Biomed. Health Informatics, 2025)

Cost-Sensitive Neighborhood Granularity Selection for Hierarchical Classification. - Shuai Li 019; Jie Yang 052; Huanan Bao; Deyou Xia; Qinghua Zhang 001; Guoyin Wang 001 (IEEE Trans. Knowl. Data Eng., 2025)

A Federated Learning-Based Data Augmentation Method for Privacy Preservation Under Heterogeneous Data. - Yunpeng Xiao 001; Dengke Zhao; Xufeng Li; Tun Li; Rong Wang 003; Guoyin Wang 001 (IEEE Trans. Mob. Comput., 2025)

Exploring multi-granularity balance strategy for class incremental learning via three-way granular computing. - Yan Xian; Hong Yu 007; Ye Wang 006; Guoyin Wang 001 (Brain Informatics, 2025)