Reduction and axiomization of covering generalized rough sets. - William Zhu 001; Fei-Yue Wang 001 (Inf. Sci., 2003)

Algorithms to Watermark Software Through Register Allocation. - William Zhu 001; Clark D. Thomborson (DRMTICS, 2005)

On the QP Algorithm in Software Watermarking. - William Zhu 001; Clark D. Thomborson (ISI, 2005)

A Survey of Software Watermarking. - William Zhu 001; Clark D. Thomborson; Fei-Yue Wang 001 (ISI, 2005)

Binary Relation Based Rough Sets. - William Zhu 001; Fei-Yue Wang 001 (FSKD, 2006)

Obfuscate arrays by homomorphic functions. - William Zhu 001; Clark D. Thomborson; Fei-Yue Wang 001 (GrC, 2006)

Relationships among three types of covering rough sets. - William Zhu 001; Fei-Yue Wang 001 (GrC, 2006)

Properties of the Fourth Type of Covering-Based Rough Sets. - William Zhu 001 (HIS, 2006)

Properties of the Second Type of Covering-Based Rough Sets. - William Zhu 001 (IAT Workshops, 2006)

Properties of the First Type of Covering-Based Rough Sets. - William Zhu 001; Fei-Yue Wang 001 (ICDM Workshops, 2006)

Covering Based Granular Computing for Conflict Analysis. - William Zhu 001; Fei-Yue Wang 001 (ISI, 2006)

Extraction in software watermarking. - William Zhu 001; Clark D. Thomborson (MM&Sec, 2006)

Axiomatic Systems of Generalized Rough Sets. - William Zhu 001; Fei-Yue Wang 001 (RSKT, 2006)

Applications of Homomorphic Functions to Software Obfuscation. - William Zhu 001; Clark D. Thomborson; Fei-Yue Wang 001 (WISI, 2006)

Mining Privilege Escalation Paths for Network Vulnerability Analysis. - Baowen Zhang; William Zhu 001; Zhi Xue (FSKD (4), 2007)

A Class of Covering-Based Fuzzy Rough Sets. - William Zhu 001 (FSKD (1), 2007)

Topological Properties in Covering-Based Rough Sets. - William Zhu 001; Fei-Yue Wang 001 (FSKD (1), 2007)

Basic Concepts in Covering-Based Rough Sets. - William Zhu 001 (ICNC (5), 2007)

Informed Recognition in Software Watermarking. - William Zhu 001 (PAISI, 2007)

Topological approaches to covering rough sets. - William Zhu 001 (Inf. Sci., 2007)

Generalized rough sets based on relations. - William Zhu 001 (Inf. Sci., 2007)

On Three Types of Covering-Based Rough Sets. - William Zhu 001; Fei-Yue Wang 001 (IEEE Trans. Knowl. Data Eng., 2007)

Adaptive Lagrange Constraints Neural Network under Multisensing. - Kun She 001; William Zhu 001; Jinhua Liu (GrC, 2008)

Covering-based Granular Computing. - William Zhu 001 (GrC, 2008)

Optimal and adaptive pairwise DNA sequence correlation analysis in natural gradient. - Ke Chen; Kun She 001; William Zhu 001; Qingxin Zhu (ISKE, 2008)

An intelligent design system for military situation assessment. - Yanping Xiang; Yifeng Zeng; William Zhu 001; Kim-Leng Poh (ISKE, 2008)

The algebraic structures of generalized rough set theory. - Guilong Liu; William Zhu 001 (Inf. Sci., 2008)

A Web Text Filter Based on Rough Set Weighted Bayesian. - Yu Wu; Kun She 001; William Zhu 001; Xiaojun Yue; Huiqiong Luo (DASC, 2009)

Using Wavelets and Independent Component Analysis for Quantization Index Modulation Watermarking. - Jinhua Liu; Kun She 001; William Zhu 001 (RSKT, 2009)

Relationship between generalized rough sets based on binary relation and covering. - William Zhu 001 (Inf. Sci., 2009)

Relationship among basic concepts in covering-based rough sets. - William Zhu 001 (Inf. Sci., 2009)

Rough Sets in Partially Ordered Sets. - Kai Li; William Zhu 001; Jianguo Tang (GrC, 2010)

The Covering Upper Approximation by Subcovering. - Shiping Wang; William Zhu 001; Peiyong Zhu (GrC, 2010)

Application of Covering Rough Sets to Linguistic Dynamic Systems. - William Zhu 001 (GrC, 2010)

Poset Approaches to Covering-Based Rough Sets. - Shiping Wang; William Zhu 001; Peiyong Zhu (RSKT, 2010)

Approximations in Rough Sets vs Granular Computing for Coverings. - Guilong Liu; William Zhu 001 (Int. J. Cogn. Informatics Nat. Intell., 2010)

Minimal Cost Attribute Reduction through Backtracking. - Fan Min 001; William Zhu 001 (FGIT-DTA/BSBT, 2011)

Test Cost Constraint Reduction with Common Cost. - Guiying Pan; Fan Min 001; William Zhu 001 (FGIT, 2011)

Optimal sub-reducts in the dynamic environment. - Fan Min 001; William Zhu 001 (GrC, 2011)

A genetic algorithm to the minimal test cost reduct problem. - Guiying Pan; Fan Min 001; William Zhu 001 (GrC, 2011)

The refinement in covering-based rough sets. - Jianguo Tang; Kun She 001; William Zhu 001 (GrC, 2011)

The vectorially matroidal structure of generalized rough sets based on relations. - Shiping Wang; William Zhu 001; Fan Min 001 (GrC, 2011)

Reducible matroid and its relationship with covering-based rough sets. - Shiping Wang; William Zhu 001; Fan Min 001 (GrC, 2011)

Test-cost-sensitive attribute reduction based on neighborhood rough set. - Hong Zhao 002; Fan Min 001; William Zhu 001 (GrC, 2011)

Rough matroid. - William Zhu 001; Shiping Wang (GrC, 2011)

Covering Numbers in Covering-Based Rough Sets. - Shiping Wang; Fan Min 001; William Zhu 001 (RSFDGrC, 2011)

Optimal Sub-Reducts with Test Cost Constraint. - Fan Min 001; William Zhu 001 (RSKT, 2011)

Transversal and Function Matroidal Structures of Covering-Based Rough Sets. - Shiping Wang; William Zhu 001; Fan Min 001 (RSKT, 2011)

Bipartite Graphs and Coverings. - Shiping Wang; William Zhu 001; Fan Min 001 (RSKT, 2011)

Matroidal structure of covering-based rough sets through the upper approximation number. - Shiping Wang; William Zhu 001 (Int. J. Granul. Comput. Rough Sets Intell. Syst., 2011)

Special issue: Rough and Fuzzy Methods for Data Mining. - Aboul Ella Hassanien; Hiroshi Sakai; Dominik Slezak; Mihir K. Chakraborty; William Zhu 001 (Int. J. Hybrid Intell. Syst., 2011)

Test-cost-sensitive attribute reduction. - Fan Min 001; Huaping He; Yuhua Qian; William Zhu 001 (Inf. Sci., 2011)

Matroidal approaches to generalized rough sets based on relations. - William Zhu 001; Shiping Wang (Int. J. Mach. Learn. Cybern., 2011)

Granular Association Rule Mining through Parametric Rough Sets. - Fan Min 001; William Zhu 001 (Brain Informatics, 2012)

Rough sets and partition matroids. - Qing Zhao; William Zhu 001 (FSKD, 2012)

On matrix representation of three types of covering-based rough sets. - Aiping Huang; William Zhu 001 (GrC, 2012)

Matroidal structure of covering rough sets based on multigranulation. - Jing Huang; William Zhu 001 (GrC, 2012)

Covering-based approximation operators by boolean matrix. - Qingyin Li; William Zhu 001 (GrC, 2012)

An improved genetic algorithm to minimal test cost reduction. - Jiabin Liu; Shujiao Liao; Fan Min 001; William Zhu 001 (GrC, 2012)

Characteristic of partition-circuit matroid through approximation number. - Yanfang Liu; William Zhu 001 (GrC, 2012)

Granular association rules with four subtypes. - Fan Min 001; Qinghua Hu; William Zhu 001 (GrC, 2012)

Attribute reduction algorithms based on the matroidal structure of rough set. - Feng Sun; William Zhu 001 (GrC, 2012)

Characterization of attribute reduction of decision system through matroid theory. - Jianguo Tang; Kun She 001; William Zhu 001 (GrC, 2012)

Characteristics of 2-circuit matroids through rough sets. - Shiping Wang; William Zhu 001; Qingxin Zhu; Fan Min 001 (GrC, 2012)

Granular and rough computing on covering. - Jun Xie; Tsau Young Lin; William Zhu 001 (GrC, 2012)

Ant colony optimization to minimal test cost reduction. - Zilong Xu; Fan Min 001; Jiabin Liu; William Zhu 001 (GrC, 2012)

Minimal Test Cost Feature Selection with Positive Region Constraint. - Jiabin Liu; Fan Min 001; Shujiao Liao; William Zhu 001 (RSCTC, 2012)

A Competition Strategy to Cost-Sensitive Decision Trees. - Fan Min 001; William Zhu 001 (RSKT, 2012)

Boolean matrix decomposition through covering-based rough sets - Shiping Wang; Qingxin Zhu; William Zhu 001; Fan Min 001 (CoRR, 2012)

Parametric matroid of rough set - Yanfang Liu; William Zhu 001 (CoRR, 2012)

Matroidal structure based on serial and transitive relation - Yanfang Liu; William Zhu 001 (CoRR, 2012)

The role of covering matroid in covering-based rough set and matroid - Yanfang Liu; William Zhu 001 (CoRR, 2012)

Relation matroid and its relationship with generalized rough set based on relation - Yanfang Liu; William Zhu 001 (CoRR, 2012)

Matroidal Structure of Generalized Rough Sets based on Symmetric and Transitive Relation - Bin Yang 004; William Zhu 001 (CoRR, 2012)

Some characteristics of matroids through rough sets - Lirun Su; William Zhu 001 (CoRR, 2012)

Condition for neighborhoods in covering based rough sets to form a partition - Hua Yao; William Zhu 001 (CoRR, 2012)

Rough sets and matroidal contraction - Jingqian Wang; William Zhu 001 (CoRR, 2012)

Condition for neighborhoods induced by a covering to be equal to the covering itself - Hua Yao; William Zhu 001 (CoRR, 2012)

Matroidal structure of regular set based on serial and transitive relation - Qingyin Li; William Zhu 001 (CoRR, 2012)

Lattice structures of fixed points of the lower approximations of two types of covering-based rough sets - Qingyin Li; William Zhu 001 (CoRR, 2012)

Granular association rules on two universes with four measures - Fan Min 001; Qinghua Hu; William Zhu 001 (CoRR, 2012)

Topological characterizations to three types of covering approximation operators - Aiping Huang; William Zhu 001 (CoRR, 2012)

Relationship between the second type of covering-based rough set and matroid via closure operator - Yanfang Liu; William Zhu 001 (CoRR, 2012)

Matrix approach to rough sets through representable matroids over a field - Aiping Huang; William Zhu 001 (CoRR, 2012)

Cost-sensitive C4.5 with post-pruning and competition - Zilong Xu; Fan Min 001; William Zhu 001 (CoRR, 2012)

Attribute reduction of data with error ranges and test costs. - Fan Min 001; William Zhu 001 (Inf. Sci., 2012)

The fourth type of covering-based rough sets. - William Zhu 001; Fei-Yue Wang 001 (Inf. Sci., 2012)

Geometric Lattice Structure of Covering-Based Rough Sets through Matroids. - Aiping Huang; William Zhu 001 (J. Appl. Math., 2012)

Matroidal Structure of Rough Sets Based on Serial and Transitive Relations. - Yanfang Liu; William Zhu 001 (J. Appl. Math., 2012)

Matroidal Structure of Rough Sets from the Viewpoint of Graph Theory. - Jianguo Tang; Kun She 001; William Zhu 001 (J. Appl. Math., 2012)

Matroidal structure of rough sets and its characterization to attribute reduction. - Shiping Wang; Qingxin Zhu; William Zhu 001; Fan Min 001 (Knowl. Based Syst., 2012)

A comparative study of discretization approaches for granular association rule mining. - Xu He; Fan Min 001; William Zhu 001 (CCECE, 2013)

Granular association rules for multi-valued data. - Fan Min 001; William Zhu 001 (CCECE, 2013)

Matroidal structure of generalized rough sets based on symmetric and transitive relations. - Bin Yang 004; William Zhu 001 (CCECE, 2013)

Mining top-k granular association rules for recommendation. - Fan Min 001; William Zhu 001 (IFSA/NAFIPS, 2013)

Multi-objective cost-sensitive attribute reduction. - Bingxin Xu; Huiping Chen; William Zhu 001; Xiaozhong Zhu (IFSA/NAFIPS, 2013)

Topological Characterizations for Three Covering Approximation Operators. - Aiping Huang; William Zhu 001 (RSFDGrC, 2013)

Comparative Study between Extension of Covering Approximation Space and Its Induction through Transversal Matroid. - Yanfang Liu; William Zhu 001 (RSFDGrC, 2013)

Contraction to Matroidal Structure of Rough Sets. - Jingqian Wang; William Zhu 001 (RSKT, 2013)

Dependence space of matroids and its application to attribute reduction. - Aiping Huang; William Zhu 001 (CoRR, 2013)

Connectivity for matroids based on rough sets. - Bin Yang 004; William Zhu 001 (CoRR, 2013)

Rough matroids based on coverings. - Bin Yang 004; Hong Zhao 002; William Zhu 001 (CoRR, 2013)

Applications of repeat degree on coverings of neighborhoods. - Hua Yao; William Zhu 001 (CoRR, 2013)

Unique expansion matroids and union minimal matroids. - Hua Yao; William Zhu 001 (CoRR, 2013)

A necessary and sufficient condition for two relations to induce the same definable set family. - Hua Yao; William Zhu 001 (CoRR, 2013)

Cold-start recommendation through granular association rules - Fan Min 001; William Zhu 001 (CoRR, 2013)

Four matroidal structures of covering and their relationships with rough sets. - Shiping Wang; William Zhu 001; Qingxin Zhu; Fan Min 001 (Int. J. Approx. Reason., 2013)

Condition for covering-based upper approximation operators to be closure operators of matroids. - Lirun Su; William Zhu 001 (Int. J. Granul. Comput. Rough Sets Intell. Syst., 2013)

Quantitative analysis for covering-based rough sets through the upper approximation number. - Shiping Wang; Qingxin Zhu; William Zhu 001; Fan Min 001 (Inf. Sci., 2013)

Rough matroids based on relations. - William Zhu 001; Shiping Wang (Inf. Sci., 2013)

Applications of Matrices to a Matroidal Structure of Rough Sets. - Jingqian Wang; William Zhu 001 (J. Appl. Math., 2013)

Equivalent Characterizations of Some Graph Problems by Covering-Based Rough Sets. - Shiping Wang; Qingxin Zhu; William Zhu 001; Fan Min 001 (J. Appl. Math., 2013)

Covering-Based Rough Sets on Eulerian Matroids. - Bin Yang 004; Ziqiong Lin; William Zhu 001 (J. Appl. Math., 2013)

Cost-Sensitive Feature Selection of Numeric Data with Measurement Errors. - Hong Zhao 002; Fan Min 001; William Zhu 001 (J. Appl. Math., 2013)

A matroidal approach to rough set theory. - Jianguo Tang; Kun She 001; Fan Min 001; William Zhu 001 (Theor. Comput. Sci., 2013)

Covering-based rough sets on covering-circuit matroids. - Bin Yang 004; William Zhu 001 (FSKD, 2014)

On three types of covering-based rough sets via definable sets. - Yanfang Liu; William Zhu 001 (FUZZ-IEEE, 2014)

An approach to covering-based rough sets through bipartite graphs. - Jingqian Wang; William Zhu 001 (FUZZ-IEEE, 2014)

Mining Significant Granular Association Rules for Diverse Recommendation. - Fan Min 001; William Zhu 001 (RSCTC, 2014)

Global Best Artificial Bee Colony for Minimal Test Cost Attribute Reduction. - Anjing Fan; Hong Zhao 002; William Zhu 001 (RSKT, 2014)

Top-N Recommendation Based on Granular Association Rules. - Xu He; Fan Min 001; William Zhu 001 (RSKT, 2014)

A Logarithmic Weighted Algorithm for Minimal Test Cost Attribute Reduction. - Junxia Niu; Hong Zhao 002; William Zhu 001 (RSKT, 2014)

A New Type of Covering-Based Rough Sets. - Bin Yang 004; William Zhu 001 (RSKT, 2014)

Covering Approximations in Set-Valued Information Systems. - Yanqing Zhu; William Zhu 001 (RSKT, 2014)

Rough Set Characterization for 2-circuit Matroid. - Shiping Wang; Qingxin Zhu; William Zhu 001; Fan Min 001 (Fundam. Informaticae, 2014)

Feature selection with test cost constraint. - Fan Min 001; Qinghua Hu; William Zhu 001 (Int. J. Approx. Reason., 2014)

Matrix approaches to rough sets through vector matroids over fields. - Aiping Huang; Ziqiong Lin; William Zhu 001 (Int. J. Granul. Comput. Rough Sets Intell. Syst., 2014)

Condition for neighbourhoods induced by a covering to be equal to the covering itself. - Hua Yao; William Zhu 001 (Int. J. Granul. Comput. Rough Sets Intell. Syst., 2014)

Nullity-based matroid of rough sets and its application to attribute reduction. - Aiping Huang; Hong Zhao 002; William Zhu 001 (Inf. Sci., 2014)

Characteristic matrix of covering and its application to Boolean matrix decomposition. - Shiping Wang; William Zhu 001; Qingxin Zhu; Fan Min 001 (Inf. Sci., 2014)

Graph and matrix approaches to rough sets through matroids. - Shiping Wang; Qingxin Zhu; William Zhu 001; Fan Min 001 (Inf. Sci., 2014)

Geometric Lattice Structure of Covering and Its Application to Attribute Reduction through Matroids. - Aiping Huang; William Zhu 001 (J. Appl. Math., 2014)

Optimal cost-sensitive granularization based on rough sets for variable costs. - Hong Zhao 002; William Zhu 001 (Knowl. Based Syst., 2014)

An improved artificial bee colony algorithm for minimal time cost reduction. - Jinling Cai; William Zhu 001; Haijun Ding; Fan Min 001 (Int. J. Mach. Learn. Cybern., 2014)

Closed-set lattice of regular sets based on a serial and transitive relation through matroids. - Qingyin Li; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2014)

Conditions for coverings to induce matroids. - Jingqian Wang; William Zhu 001; Fei-Yue Wang 001; Guilong Liu (Int. J. Mach. Learn. Cybern., 2014)

Secondary basis unique augmentation matroids and union minimal matroids. - Hua Yao; William Zhu 001; Fei-Yue Wang 001 (Int. J. Mach. Learn. Cybern., 2014)

Feature Selection with Positive Region Constraint for Test-Cost-Sensitive Data. - Jiabin Liu; Fan Min 001; Hong Zhao 002; William Zhu 001 (Trans. Rough Sets, 2014)

A matroidal structure for formal context and its applications on epidemiological study. - Duixia Ma; William Zhu 001 (ICMLC, 2015)

Optimal feature subset with positive region constraints. - Junxia Niu; Hong Zhao 002; William Zhu 001 (ICMLC, 2015)

Cost-sensitive decision tree with probabilistic pruning mechanism. - Hong Zhao 002; Xiangju Li; Zilong Xu; William Zhu 001 (ICMLC, 2015)

Connectedness of Graph and Matroid by Covering-Based Rough Sets. - Hui Li; William Zhu 001 (RSFDGrC, 2015)

A Comparison of Two Types of Covering-Based Rough Sets Through the Complement of Coverings. - Yanfang Liu; William Zhu 001 (RSFDGrC, 2015)

Sparse Matrix Feature Selection in Multi-label Learning. - Wenyuan Yang; Bufang Zhou; William Zhu 001 (RSFDGrC, 2015)

The Lower Approximation Number in Covering-Based Rough Set. - Hui Liu; William Zhu 001 (RSKT, 2015)

The Matroidal Structures of the Second Type of Covering-Based Rough Set. - Yanfang Liu; William Zhu 001 (RSKT, 2015)

The Connectivity of the Covering Approximation Space. - Duixia Ma; William Zhu 001 (RSKT, 2015)

Parametric Matroid of Rough Set. - Yanfang Liu; Hong Zhao 002; William Zhu 001 (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015)

A cost sensitive decision tree algorithm with two adaptive mechanisms. - Xiangju Li; Hong Zhao 002; William Zhu 001 (Knowl. Based Syst., 2015)

Unsupervised feature selection via maximum projection and minimum redundancy. - Shiping Wang; Witold Pedrycz; Qingxin Zhu; William Zhu 001 (Knowl. Based Syst., 2015)

Fast randomized algorithm with restart strategy for minimal test cost feature selection. - Jingkuan Li; Hong Zhao 002; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2015)

Subspace learning for unsupervised feature selection via matrix factorization. - Shiping Wang; Witold Pedrycz; Qingxin Zhu; William Zhu 001 (Pattern Recognit., 2015)

TraPlan: An Effective Three-in-One Trajectory-Prediction Model in Transportation Networks. - Shaojie Qiao; Nan Han; William Zhu 001; Louis Alberto Gutierrez (IEEE Trans. Intell. Transp. Syst., 2015)

A Self-Adaptive Parameter Selection Trajectory Prediction Approach via Hidden Markov Models. - Shaojie Qiao; Dayong Shen; Xiaoteng Wang; Nan Han; William Zhu 001 (IEEE Trans. Intell. Transp. Syst., 2015)

An exponent weighted algorithm for minimal cost feature selection. - Xiangju Li; Hong Zhao 002; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2016)

On the matroidal structure of generalized rough set based on relation via definable sets. - Yanfang Liu; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2016)

Applications of repeat degree to coverings of neighborhoods. - Hua Yao; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2016)

Test-cost-sensitive attribute reduction on heterogeneous data for adaptive neighborhood model. - Anjing Fan; Hong Zhao 002; William Zhu 001 (Soft Comput., 2016)

Connectedness of graphs and its application to connected matroids through covering-based rough sets. - Aiping Huang; William Zhu 001 (Soft Comput., 2016)

Applications of Bipartite Graphs and their Adjacency Matrices to Covering-based Rough Sets. - Jingqian Wang; William Zhu 001 (Fundam. Informaticae, 2017)

Unsupervised feature selection with the largest angle coding. - Tianyi Huang; William Zhu 001 (Int. J. Comput. Math. Comput. Syst. Theory, 2017)

Closed-set lattice and modular matroid induced by covering-based rough sets. - Lirun Su; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2017)

Generative classification model for categorical data based on latent Gaussian process. - Fengmao Lv; Guowu Yang; William Zhu 001; Chuan Liu (Pattern Recognit. Lett., 2017)

Another approach to rough soft hemirings and corresponding decision making. - Jianming Zhan 001; Qi Liu 002; William Zhu 001 (Soft Comput., 2017)

Rough set methods in feature selection via submodular function. - Xiaozhong Zhu; William Zhu 001; Xin-Nan Fan (Soft Comput., 2017)

Human Segmentation with Deep Contour-Aware Network. - Fiseha B. Tesema; Hong Wu; William Zhu 001 (ICCAI, 2018)

A New Local Density for Density Peak Clustering. - Zhishuai Guo; Tianyi Huang; Zhiling Cai; William Zhu 001 (PAKDD (3), 2018)

Feature selection for multi-label classification using neighborhood preservation. - Zhiling Cai; William Zhu 001 (IEEE CAA J. Autom. Sinica, 2018)

Multi-label feature selection via feature manifold learning and sparsity regularization. - Zhiling Cai; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2018)

Dependence space of topology and its application to attribute reduction. - Lirun Su; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2018)

Sparse Graph Embedding Unsupervised Feature Selection. - Shiping Wang; William Zhu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Early Detection of Fake News "Before It Flies High". - Fantahun Bogale Gereme; William Zhu 001 (ICBDT, 2019)

Long-Term Memory Harris' Hawk Optimization for High Dimensional and Optimal Power Flow Problems. - Kashif Hussain 001; William Zhu 001; Mohd. Najib Mohd. Salleh (IEEE Access, 2019)

Local gap density for clustering high-dimensional data with varying densities. - Ruijia Li; Xiaofei Yang 011; Xiaolong Qin; William Zhu 001 (Knowl. Based Syst., 2019)

Characteristic matrices of compound operations of coverings and their relationships with rough sets. - Aiping Huang; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2019)

Fighting Fake News Using Deep Learning: Pre-trained Word Embeddings and the Embedding Layer Investigated. - Fantahun Bogale Gereme; William Zhu 001 (CIIS, 2020)

Enhanced Bat Algorithm for Solving Non-Convex Economic Dispatch Problem. - Kashif Hussain 001; William Zhu 001; Mohd. Najib Mohd. Salleh; Haseeb Ali; Noureen Talpur; Rashid Naseem; Arshad Ahmad 002; Ayaz Ullah (SCDM, 2020)

Optimal Sink Node Placement in Large Scale Wireless Sensor Networks Based on Harris' Hawk Optimization Algorithm. - Essam H. Houssein; Mohammed R. Saad; Kashif Hussain 001; William Zhu 001; Hassan Shaban; M. Hassaballah 001 (IEEE Access, 2020)

Hybrid channel based pedestrian detection. - Fiseha B. Tesema; Hong Wu; Mingjian Chen; Junpeng Lin; William Zhu 001; Kaizhu Huang (Neurocomputing, 2020)

A new similarity combining reconstruction coefficient with pairwise distance for agglomerative clustering. - Zhiling Cai; Xiaofei Yang 011; Tianyi Huang; William Zhu 001 (Inf. Sci., 2020)

An adaptive kernelized rank-order distance for clustering non-spherical data with high noise. - Tianyi Huang; Shiping Wang; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2020)

Long-term Recommender System based on ACP Framework. - Tianyi Huang; William Zhu 001 (DTPI, 2021)

A New Hierarchical Reinforcement Learning Framework for Relation Extraction. - Xianchao Zhu; William Zhu 001 (DTPI, 2021)

Accelerating Lifelong Reinforcement Learning via Reshaping Rewards. - Kun Chu; Xianchao Zhu; William Zhu 001 (SMC, 2021)

An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection. - Kashif Hussain 001; Nabil Neggaz; William Zhu 001; Essam H. Houssein (Expert Syst. Appl., 2021)

Combating Fake News in "Low-Resource" Languages: Amharic Fake News Detection Accompanied by Resource Crafting. - Fantahun Gereme; William Zhu 001; Tewodros Ayall; Dagmawi Alemu (Inf., 2021)

Deep random walk of unitary invariance for large-scale data representation. - Shiping Wang; Zhaoliang Chen; William Zhu 001; Fei-Yue Wang 001 (Inf. Sci., 2021)

Anchor: The achieved goal to replace the subgoal for hierarchical reinforcement learning. - Ruijia Li; Zhiling Cai; Tianyi Huang; William Zhu 001 (Knowl. Based Syst., 2021)

Adaptive exploration policy for exploration-exploitation tradeoff in continuous action control optimization. - Min Li 026; Tianyi Huang; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2021)

GDPC: generalized density peaks clustering algorithm based on order similarity. - Xiaofei Yang 011; Zhiling Cai; Ruijia Li; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2021)

A Survey of Social Image Colocalization. - Jiawei Chen; William Zhu 001; Shiping Wang (IEEE Trans. Comput. Soc. Syst., 2021)

Bipartite Graph based Spectral Clustering with Comprehensive Structure Information Learning. - Ziniu Yu; Junliang Wu; William Zhu 001 (DSIT, 2022)

WDIBS: Wasserstein deterministic information bottleneck for state abstraction to balance state-compression and performance. - Xianchao Zhu; Tianyi Huang; Ruiyuan Zhang; William Zhu 001 (Appl. Intell., 2022)

A CNN-based policy for optimizing continuous action control by learning state sequences. - Tianyi Huang; Min Li 026; Xiaolong Qin; William Zhu 001 (Neurocomputing, 2022)

Consolidation of structure of high noise data by a new noise index and reinforcement learning. - Tianyi Huang; Zhiling Cai; Ruijia Li; Shiping Wang; William Zhu 001 (Inf. Sci., 2022)

Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding. - Shiping Wang; Shunxin Xiao; William Zhu 001; Yingya Guo (Inf. Sci., 2022)

MDMD options discovery for accelerating exploration in sparse-reward domains. - Xianchao Zhu; Ruiyuan Zhang; William Zhu 001 (Knowl. Based Syst., 2022)

ACP based reinforcement learning for long-term recommender system. - Tianyi Huang; Min Li 026; William Zhu 001 (Int. J. Mach. Learn. Cybern., 2022)

Saliency: a new selection criterion of important architectures in neural architecture search. - Jie Hao; Zhiling Cai; Ruijia Li; William Zhu 001 (Neural Comput. Appl., 2022)

Clustering experience replay for the effective exploitation in reinforcement learning. - Min Li 026; Tianyi Huang; William Zhu 001 (Pattern Recognit., 2022)

Layered feature representation for differentiable architecture search. - Jie Hao; William Zhu 001 (Soft Comput., 2022)

Multigraph Random Walk for Joint Learning of Multiview Clustering and Semisupervised Classification. - Shiping Wang; Lele Fu; Zhewen Wang; Haiping Xu; William Zhu 001 (IEEE Trans. Comput. Soc. Syst., 2022)

Deep graph clustering with enhanced feature representations for community detection. - Jie Hao; William Zhu 001 (Appl. Intell., 2023)

Learning matrix factorization with scalable distance metric and regularizer. - Shiping Wang; Yunhe Zhang 001; Xincan Lin; Lichao Su; Guobao Xiao; William Zhu 001; Yiqing Shi (Neural Networks, 2023)

Multiview Deep Matrix Factorization for Shared Compact Representation. - Zexi Chen; Yunhe Zhang 001; Sheng Huang; Yanfang Liu; William Zhu 001; Shiping Wang (IEEE Trans. Comput. Soc. Syst., 2023)

Local density based on weighted K-nearest neighbors for density peaks clustering. - Sifan Ding; Min Li 026; Tianyi Huang; William Zhu 001 (Knowl. Based Syst., 2024)

Salience Interest Option: Temporal abstraction with salience interest functions. - Xianchao Zhu; Liang Zhao; William Zhu 001 (Neural Networks, 2024)

An Overview of Advanced Deep Graph Node Clustering. - Shiping Wang; Jinbin Yang; Jie Yao; Yang Bai; William Zhu 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Multi-view reinforcement learning for sequential decision-making with insufficient state information. - Min Li 026; William Zhu 001; Shiping Wang (Int. J. Mach. Learn. Cybern., 2024)

Generalization Enhancement of Visual Reinforcement Learning through Internal States. - Hanlin Yang; William Zhu 001; Xianchao Zhu (Sensors, 2024)

Accuracy and generalization improvement for image quality assessment of authentic distortion by semi-supervised learning. - Hanlin Yang; William Zhu 001; Shiping Wang (Appl. Intell., 2024)