William Zhu

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 56

Top Venues

Int. J. Mach. Learn. Cybern.

RSKT

Inf. Sci.

Knowl. Based Syst.

Publications

Hanlin Yang, William Zhu, Xianchao Zhu
Generalization Enhancement of Visual Reinforcement Learning through Internal States. Sensors 24 (14) (2024)
Xianchao Zhu, Liang Zhao, William Zhu
Salience Interest Option: Temporal abstraction with salience interest functions. Neural Networks 176 (2024)
Min Li, William Zhu, Shiping Wang
Multi-view reinforcement learning for sequential decision-making with insufficient state information. Int. J. Mach. Learn. Cybern. 15 (4) (2024)
Shiping Wang, Jinbin Yang, Jie Yao, Yang Bai, William Zhu
An Overview of Advanced Deep Graph Node Clustering. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Zexi Chen, Yunhe Zhang, Sheng Huang, Yanfang Liu, William Zhu, Shiping Wang
Multiview Deep Matrix Factorization for Shared Compact Representation. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Jie Hao, William Zhu
Deep graph clustering with enhanced feature representations for community detection. Appl. Intell. 53 (2) (2023)
Shiping Wang, Yunhe Zhang, Xincan Lin, Lichao Su, Guobao Xiao, William Zhu, Yiqing Shi
Learning matrix factorization with scalable distance metric and regularizer. Neural Networks 161 (2023)
Ziniu Yu, Junliang Wu, William Zhu
Bipartite Graph based Spectral Clustering with Comprehensive Structure Information Learning. DSIT (2022)
Tianyi Huang, Min Li, William Zhu
ACP based reinforcement learning for long-term recommender system. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Shiping Wang, Shunxin Xiao, William Zhu, Yingya Guo
Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding. Inf. Sci. 586 (2022)
Xianchao Zhu, Tianyi Huang, Ruiyuan Zhang, William Zhu
WDIBS: Wasserstein deterministic information bottleneck for state abstraction to balance state-compression and performance. Appl. Intell. 52 (6) (2022)
Min Li, Tianyi Huang, William Zhu
Clustering experience replay for the effective exploitation in reinforcement learning. Pattern Recognit. 131 (2022)
Shiping Wang, Lele Fu, Zhewen Wang, Haiping Xu, William Zhu
Multigraph Random Walk for Joint Learning of Multiview Clustering and Semisupervised Classification. IEEE Trans. Comput. Soc. Syst. 9 (3) (2022)
Xianchao Zhu, Ruiyuan Zhang, William Zhu
MDMD options discovery for accelerating exploration in sparse-reward domains. Knowl. Based Syst. 241 (2022)
Tianyi Huang, Min Li, Xiaolong Qin, William Zhu
A CNN-based policy for optimizing continuous action control by learning state sequences. Neurocomputing 468 (2022)
Tianyi Huang, Zhiling Cai, Ruijia Li, Shiping Wang, William Zhu
Consolidation of structure of high noise data by a new noise index and reinforcement learning. Inf. Sci. 614 (2022)
Jie Hao, William Zhu
Layered feature representation for differentiable architecture search. Soft Comput. 26 (10) (2022)
Jie Hao, Zhiling Cai, Ruijia Li, William Zhu
Saliency: a new selection criterion of important architectures in neural architecture search. Neural Comput. Appl. 34 (2) (2022)
Ruijia Li, Zhiling Cai, Tianyi Huang, William Zhu
Anchor: The achieved goal to replace the subgoal for hierarchical reinforcement learning. Knowl. Based Syst. 225 (2021)
Shiping Wang, Zhaoliang Chen, William Zhu, Fei-Yue Wang
Deep random walk of unitary invariance for large-scale data representation. Inf. Sci. 554 (2021)
Min Li, Tianyi Huang, William Zhu
Adaptive exploration policy for exploration-exploitation tradeoff in continuous action control optimization. Int. J. Mach. Learn. Cybern. 12 (12) (2021)
Xianchao Zhu, William Zhu
A New Hierarchical Reinforcement Learning Framework for Relation Extraction. DTPI (2021)
Kashif Hussain, Nabil Neggaz, William Zhu, Essam H. Houssein
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection. Expert Syst. Appl. 176 (2021)
Fantahun Gereme, William Zhu, Tewodros Ayall, Dagmawi Alemu
Combating Fake News in "Low-Resource" Languages: Amharic Fake News Detection Accompanied by Resource Crafting. Inf. 12 (1) (2021)
Jiawei Chen, William Zhu, Shiping Wang
A Survey of Social Image Colocalization. IEEE Trans. Comput. Soc. Syst. 8 (4) (2021)
Tianyi Huang, William Zhu
Long-term Recommender System based on ACP Framework. DTPI (2021)
Kun Chu, Xianchao Zhu, William Zhu
Accelerating Lifelong Reinforcement Learning via Reshaping Rewards. SMC (2021)
Xiaofei Yang, Zhiling Cai, Ruijia Li, William Zhu
GDPC: generalized density peaks clustering algorithm based on order similarity. Int. J. Mach. Learn. Cybern. 12 (3) (2021)
Essam H. Houssein, Mohammed R. Saad, Kashif Hussain, William Zhu, Hassan Shaban, M. Hassaballah
Optimal Sink Node Placement in Large Scale Wireless Sensor Networks Based on Harris' Hawk Optimization Algorithm. IEEE Access 8 (2020)
Kashif Hussain, William Zhu, Mohd. Najib Mohd. Salleh, Haseeb Ali, Noureen Talpur, Rashid Naseem, Arshad Ahmad, Ayaz Ullah
Enhanced Bat Algorithm for Solving Non-Convex Economic Dispatch Problem. SCDM (2020)
Tianyi Huang, Shiping Wang, William Zhu
An adaptive kernelized rank-order distance for clustering non-spherical data with high noise. Int. J. Mach. Learn. Cybern. 11 (8) (2020)
Zhiling Cai, Xiaofei Yang, Tianyi Huang, William Zhu
A new similarity combining reconstruction coefficient with pairwise distance for agglomerative clustering. Inf. Sci. 508 (2020)
Fiseha B. Tesema, Hong Wu, Mingjian Chen, Junpeng Lin, William Zhu, Kaizhu Huang
Hybrid channel based pedestrian detection. Neurocomputing 389 (2020)
Fantahun Bogale Gereme, William Zhu
Fighting Fake News Using Deep Learning: Pre-trained Word Embeddings and the Embedding Layer Investigated. CIIS (2020)
Fantahun Bogale Gereme, William Zhu
Early Detection of Fake News "Before It Flies High". ICBDT (2019)
Fiseha B. Tesema, Hong Wu, Mingjian Chen, Junpeng Lin, William Zhu, Kaizhu Huang
Hybrid Channel Based Pedestrian Detection. CoRR (2019)
Ruijia Li, Xiaofei Yang, Xiaolong Qin, William Zhu
Local gap density for clustering high-dimensional data with varying densities. Knowl. Based Syst. 184 (2019)
Kashif Hussain, William Zhu, Mohd. Najib Mohd. Salleh
Long-Term Memory Harris' Hawk Optimization for High Dimensional and Optimal Power Flow Problems. IEEE Access 7 (2019)
Aiping Huang, William Zhu
Characteristic matrices of compound operations of coverings and their relationships with rough sets. Int. J. Mach. Learn. Cybern. 10 (1) (2019)
Lirun Su, William Zhu
Dependence space of topology and its application to attribute reduction. Int. J. Mach. Learn. Cybern. 9 (4) (2018)
Zhiling Cai, William Zhu
Feature selection for multi-label classification using neighborhood preservation. IEEE CAA J. Autom. Sinica 5 (1) (2018)
Fiseha B. Tesema, Hong Wu, William Zhu
Human Segmentation with Deep Contour-Aware Network. ICCAI (2018)
Zhishuai Guo, Tianyi Huang, Zhiling Cai, William Zhu
A New Local Density for Density Peak Clustering. PAKDD (3) (2018)
Shiping Wang, William Zhu
Sparse Graph Embedding Unsupervised Feature Selection. IEEE Trans. Syst. Man Cybern. Syst. 48 (3) (2018)
Zhiling Cai, William Zhu
Multi-label feature selection via feature manifold learning and sparsity regularization. Int. J. Mach. Learn. Cybern. 9 (8) (2018)
Lirun Su, William Zhu
Closed-set lattice and modular matroid induced by covering-based rough sets. Int. J. Mach. Learn. Cybern. 8 (1) (2017)
Jianming Zhan, Qi Liu, William Zhu
Another approach to rough soft hemirings and corresponding decision making. Soft Comput. 21 (13) (2017)
Tianyi Huang, William Zhu
Unsupervised feature selection with the largest angle coding. Int. J. Comput. Math. Comput. Syst. Theory 2 (2) (2017)
Jingqian Wang, William Zhu
Applications of Bipartite Graphs and their Adjacency Matrices to Covering-based Rough Sets. Fundam. Informaticae 156 (2) (2017)
Xiaozhong Zhu, William Zhu, Xin-Nan Fan
Rough set methods in feature selection via submodular function. Soft Comput. 21 (13) (2017)
Fengmao Lv, Guowu Yang, William Zhu, Chuan Liu
Generative classification model for categorical data based on latent Gaussian process. Pattern Recognit. Lett. 92 (2017)
Hua Yao, William Zhu
Applications of repeat degree to coverings of neighborhoods. Int. J. Mach. Learn. Cybern. 7 (6) (2016)
Xiangju Li, Hong Zhao, William Zhu
An exponent weighted algorithm for minimal cost feature selection. Int. J. Mach. Learn. Cybern. 7 (5) (2016)
Yanfang Liu, William Zhu
On the matroidal structure of generalized rough set based on relation via definable sets. Int. J. Mach. Learn. Cybern. 7 (1) (2016)
Aiping Huang, William Zhu
Connectedness of graphs and its application to connected matroids through covering-based rough sets. Soft Comput. 20 (5) (2016)
Anjing Fan, Hong Zhao, William Zhu
Test-cost-sensitive attribute reduction on heterogeneous data for adaptive neighborhood model. Soft Comput. 20 (12) (2016)
Hong Zhao, Xiangju Li, Zilong Xu, William Zhu
Cost-sensitive decision tree with probabilistic pruning mechanism. ICMLC (2015)
Shiping Wang, Witold Pedrycz, Qingxin Zhu, William Zhu
Unsupervised feature selection via maximum projection and minimum redundancy. Knowl. Based Syst. 75 (2015)
Yanfang Liu, William Zhu
The Matroidal Structures of the Second Type of Covering-Based Rough Set. RSKT (2015)
Duixia Ma, William Zhu
A matroidal structure for formal context and its applications on epidemiological study. ICMLC (2015)
Shaojie Qiao, Nan Han, William Zhu, Louis Alberto Gutierrez
TraPlan: An Effective Three-in-One Trajectory-Prediction Model in Transportation Networks. IEEE Trans. Intell. Transp. Syst. 16 (3) (2015)
Hui Li, William Zhu
Connectedness of Graph and Matroid by Covering-Based Rough Sets. RSFDGrC (2015)
Yanfang Liu, Hong Zhao, William Zhu
Parametric Matroid of Rough Set. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 23 (6) (2015)
Hui Liu, William Zhu
The Lower Approximation Number in Covering-Based Rough Set. RSKT (2015)
Junxia Niu, Hong Zhao, William Zhu
Optimal feature subset with positive region constraints. ICMLC (2015)
Xiangju Li, Hong Zhao, William Zhu
A cost sensitive decision tree algorithm with two adaptive mechanisms. Knowl. Based Syst. 88 (2015)
Jingkuan Li, Hong Zhao, William Zhu
Fast randomized algorithm with restart strategy for minimal test cost feature selection. Int. J. Mach. Learn. Cybern. 6 (3) (2015)
Shaojie Qiao, Dayong Shen, Xiaoteng Wang, Nan Han, William Zhu
A Self-Adaptive Parameter Selection Trajectory Prediction Approach via Hidden Markov Models. IEEE Trans. Intell. Transp. Syst. 16 (1) (2015)
Shiping Wang, Witold Pedrycz, Qingxin Zhu, William Zhu
Subspace learning for unsupervised feature selection via matrix factorization. Pattern Recognit. 48 (1) (2015)
Duixia Ma, William Zhu
The Connectivity of the Covering Approximation Space. RSKT (2015)
Yanfang Liu, William Zhu
A Comparison of Two Types of Covering-Based Rough Sets Through the Complement of Coverings. RSFDGrC (2015)
Wenyuan Yang, Bufang Zhou, William Zhu
Sparse Matrix Feature Selection in Multi-label Learning. RSFDGrC (2015)
Xu He, Fan Min, William Zhu
Top-N Recommendation Based on Granular Association Rules. RSKT (2014)
Jinling Cai, William Zhu, Haijun Ding, Fan Min
An improved artificial bee colony algorithm for minimal time cost reduction. Int. J. Mach. Learn. Cybern. 5 (5) (2014)
Bin Yang, William Zhu
Covering-based rough sets on covering-circuit matroids. FSKD (2014)
Hua Yao, William Zhu
Condition for neighbourhoods induced by a covering to be equal to the covering itself. Int. J. Granul. Comput. Rough Sets Intell. Syst. 3 (3) (2014)
Aiping Huang, Hong Zhao, William Zhu
Nullity-based matroid of rough sets and its application to attribute reduction. Inf. Sci. 263 (2014)
Fan Min, Qinghua Hu, William Zhu
Feature selection with test cost constraint. Int. J. Approx. Reason. 55 (1) (2014)
Shiping Wang, William Zhu, Qingxin Zhu, Fan Min
Characteristic matrix of covering and its application to Boolean matrix decomposition. Inf. Sci. 263 (2014)
Hong Zhao, William Zhu
Optimal cost-sensitive granularization based on rough sets for variable costs. Knowl. Based Syst. 65 (2014)
Jingqian Wang, William Zhu, Fei-Yue Wang, Guilong Liu
Conditions for coverings to induce matroids. Int. J. Mach. Learn. Cybern. 5 (6) (2014)
Aiping Huang, William Zhu
Geometric Lattice Structure of Covering and Its Application to Attribute Reduction through Matroids. J. Appl. Math. 2014 (2014)
Yanfang Liu, William Zhu
On three types of covering-based rough sets via definable sets. FUZZ-IEEE (2014)
Hua Yao, William Zhu, Fei-Yue Wang
Secondary basis unique augmentation matroids and union minimal matroids. Int. J. Mach. Learn. Cybern. 5 (6) (2014)
Shiping Wang, Qingxin Zhu, William Zhu, Fan Min
Graph and matrix approaches to rough sets through matroids. Inf. Sci. 288 (2014)
Shiping Wang, Qingxin Zhu, William Zhu, Fan Min
Rough Set Characterization for 2-circuit Matroid. Fundam. Informaticae 129 (4) (2014)
Aiping Huang, Ziqiong Lin, William Zhu
Matrix approaches to rough sets through vector matroids over fields. Int. J. Granul. Comput. Rough Sets Intell. Syst. 3 (3) (2014)
Anjing Fan, Hong Zhao, William Zhu
Global Best Artificial Bee Colony for Minimal Test Cost Attribute Reduction. RSKT (2014)
Qingyin Li, William Zhu
Closed-set lattice of regular sets based on a serial and transitive relation through matroids. Int. J. Mach. Learn. Cybern. 5 (3) (2014)
Bin Yang, William Zhu
A New Type of Covering-Based Rough Sets. RSKT (2014)
Fan Min, William Zhu
Mining Significant Granular Association Rules for Diverse Recommendation. RSCTC (2014)
Junxia Niu, Hong Zhao, William Zhu
A Logarithmic Weighted Algorithm for Minimal Test Cost Attribute Reduction. RSKT (2014)
Yanqing Zhu, William Zhu
Covering Approximations in Set-Valued Information Systems. RSKT (2014)
Jingqian Wang, William Zhu
An approach to covering-based rough sets through bipartite graphs. FUZZ-IEEE (2014)
Jiabin Liu, Fan Min, Hong Zhao, William Zhu
Feature Selection with Positive Region Constraint for Test-Cost-Sensitive Data. Trans. Rough Sets 18 (2014)
Bin Yang, Hong Zhao, William Zhu
Rough matroids based on coverings. CoRR (2013)
Shiping Wang, Qingxin Zhu, William Zhu, Fan Min
Quantitative analysis for covering-based rough sets through the upper approximation number. Inf. Sci. 220 (2013)
Aiping Huang, William Zhu
Connectedness of graphs and its application to connected matroids through covering-based rough sets. CoRR (2013)
Hua Yao, William Zhu
Applications of repeat degree on coverings of neighborhoods. CoRR (2013)
Jingqian Wang, William Zhu
Contraction to Matroidal Structure of Rough Sets. RSKT (2013)

William Zhu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

William Zhu