William Zhu
Orcid: 0000-0001-8898-9244Affiliations:
- University of Electronic Science and Technology of China, Institute of Fundamental and Frontier Sciences, Chengdu, China
- Minnan Normal University, Laboratory of Granular Computing, Zhangzhou, China
- Zhangzhou Normal University, Lab of Granular Computing, China (former)
- Chinese Academy and Sciences, Institute of Automation, Beijing, China (former)
- University of Auckland, New Zealand (PhD 2006)
- University of Arizona, AZ, USA (PhD 2003)
- Northwestern Polytechnical University, Xi'an, China (PhD 2001)
According to our database1,
William Zhu
authored at least 211 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
Accuracy and generalization improvement for image quality assessment of authentic distortion by semi-supervised learning.
Appl. Intell., November, 2024
Sensors, July, 2024
Multi-view reinforcement learning for sequential decision-making with insufficient state information.
Int. J. Mach. Learn. Cybern., April, 2024
IEEE Trans. Comput. Soc. Syst., February, 2024
Neural Networks, 2024
Knowl. Based Syst., 2024
2023
IEEE Trans. Comput. Soc. Syst., October, 2023
Neural Networks, April, 2023
Appl. Intell., 2023
2022
Multigraph Random Walk for Joint Learning of Multiview Clustering and Semisupervised Classification.
IEEE Trans. Comput. Soc. Syst., 2022
Soft Comput., 2022
Clustering experience replay for the effective exploitation in reinforcement learning.
Pattern Recognit., 2022
Saliency: a new selection criterion of important architectures in neural architecture search.
Neural Comput. Appl., 2022
Int. J. Mach. Learn. Cybern., 2022
Knowl. Based Syst., 2022
Inf. Sci., 2022
Consolidation of structure of high noise data by a new noise index and reinforcement learning.
Inf. Sci., 2022
A CNN-based policy for optimizing continuous action control by learning state sequences.
Neurocomputing, 2022
WDIBS: Wasserstein deterministic information bottleneck for state abstraction to balance state-compression and performance.
Appl. Intell., 2022
Bipartite Graph based Spectral Clustering with Comprehensive Structure Information Learning.
Proceedings of the 5th International Conference on Data Science and Information Technology, 2022
2021
Int. J. Mach. Learn. Cybern., 2021
Adaptive exploration policy for exploration-exploitation tradeoff in continuous action control optimization.
Int. J. Mach. Learn. Cybern., 2021
Anchor: The achieved goal to replace the subgoal for hierarchical reinforcement learning.
Knowl. Based Syst., 2021
Inf. Sci., 2021
Combating Fake News in "Low-Resource" Languages: Amharic Fake News Detection Accompanied by Resource Crafting.
Inf., 2021
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection.
Expert Syst. Appl., 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2021
Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2021
2020
An adaptive kernelized rank-order distance for clustering non-spherical data with high noise.
Int. J. Mach. Learn. Cybern., 2020
A new similarity combining reconstruction coefficient with pairwise distance for agglomerative clustering.
Inf. Sci., 2020
Optimal Sink Node Placement in Large Scale Wireless Sensor Networks Based on Harris' Hawk Optimization Algorithm.
IEEE Access, 2020
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2020
Fighting Fake News Using Deep Learning: Pre-trained Word Embeddings and the Embedding Layer Investigated.
Proceedings of the CIIS 2020: The 3rd International Conference on Computational Intelligence and Intelligent Systems, 2020
2019
Characteristic matrices of compound operations of coverings and their relationships with rough sets.
Int. J. Mach. Learn. Cybern., 2019
Knowl. Based Syst., 2019
Long-Term Memory Harris' Hawk Optimization for High Dimensional and Optimal Power Flow Problems.
IEEE Access, 2019
Proceedings of the 2nd International Conference on Big Data Technologies, 2019
2018
IEEE Trans. Syst. Man Cybern. Syst., 2018
Int. J. Mach. Learn. Cybern., 2018
Multi-label feature selection via feature manifold learning and sparsity regularization.
Int. J. Mach. Learn. Cybern., 2018
IEEE CAA J. Autom. Sinica, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the 2018 International Conference on Computing and Artificial Intelligence, 2018
2017
Soft Comput., 2017
Generative classification model for categorical data based on latent Gaussian process.
Pattern Recognit. Lett., 2017
Int. J. Mach. Learn. Cybern., 2017
Int. J. Comput. Math. Comput. Syst. Theory, 2017
Applications of Bipartite Graphs and their Adjacency Matrices to Covering-based Rough Sets.
Fundam. Informaticae, 2017
2016
Connectedness of graphs and its application to connected matroids through covering-based rough sets.
Soft Comput., 2016
Test-cost-sensitive attribute reduction on heterogeneous data for adaptive neighborhood model.
Soft Comput., 2016
Int. J. Mach. Learn. Cybern., 2016
On the matroidal structure of generalized rough set based on relation via definable sets.
Int. J. Mach. Learn. Cybern., 2016
Int. J. Mach. Learn. Cybern., 2016
2015
A Self-Adaptive Parameter Selection Trajectory Prediction Approach via Hidden Markov Models.
IEEE Trans. Intell. Transp. Syst., 2015
TraPlan: An Effective Three-in-One Trajectory-Prediction Model in Transportation Networks.
IEEE Trans. Intell. Transp. Syst., 2015
Pattern Recognit., 2015
Fast randomized algorithm with restart strategy for minimal test cost feature selection.
Int. J. Mach. Learn. Cybern., 2015
Knowl. Based Syst., 2015
Knowl. Based Syst., 2015
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
A Comparison of Two Types of Covering-Based Rough Sets Through the Complement of Coverings.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015
A matroidal structure for formal context and its applications on epidemiological study.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015
2014
Trans. Rough Sets, 2014
Int. J. Mach. Learn. Cybern., 2014
Closed-set lattice of regular sets based on a serial and transitive relation through matroids.
Int. J. Mach. Learn. Cybern., 2014
Int. J. Mach. Learn. Cybern., 2014
Knowl. Based Syst., 2014
Geometric Lattice Structure of Covering and Its Application to Attribute Reduction through Matroids.
J. Appl. Math., 2014
Characteristic matrix of covering and its application to Boolean matrix decomposition.
Inf. Sci., 2014
Inf. Sci., 2014
Condition for neighbourhoods induced by a covering to be equal to the covering itself.
Int. J. Granul. Comput. Rough Sets Intell. Syst., 2014
Int. J. Granul. Comput. Rough Sets Intell. Syst., 2014
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014
Proceedings of the Rough Sets and Current Trends in Computing, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014
2013
J. Appl. Math., 2013
J. Appl. Math., 2013
J. Appl. Math., 2013
Quantitative analysis for covering-based rough sets through the upper approximation number.
Inf. Sci., 2013
Condition for covering-based upper approximation operators to be closure operators of matroids.
Int. J. Granul. Comput. Rough Sets Intell. Syst., 2013
Int. J. Approx. Reason., 2013
A necessary and sufficient condition for two relations to induce the same definable set family.
CoRR, 2013
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013
Comparative Study between Extension of Covering Approximation Space and Its Induction through Transversal Matroid.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Matroidal structure of generalized rough sets based on symmetric and transitive relations.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013
A comparative study of discretization approaches for granular association rule mining.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013
2012
Knowl. Based Syst., 2012
J. Appl. Math., 2012
J. Appl. Math., 2012
J. Appl. Math., 2012
Relationship between the second type of covering-based rough set and matroid via closure operator
CoRR, 2012
CoRR, 2012
Lattice structures of fixed points of the lower approximations of two types of covering-based rough sets
CoRR, 2012
CoRR, 2012
CoRR, 2012
CoRR, 2012
Matroidal Structure of Generalized Rough Sets based on Symmetric and Transitive Relation
CoRR, 2012
CoRR, 2012
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012
Proceedings of the Rough Sets and Current Trends in Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012
Proceedings of the Brain Informatics - International Conference, 2012
2011
Int. J. Mach. Learn. Cybern., 2011
Int. J. Hybrid Intell. Syst., 2011
Matroidal structure of covering-based rough sets through the upper approximation number.
Int. J. Granul. Comput. Rough Sets Intell. Syst., 2011
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the Future Generation Information Technology, 2011
Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2011
2010
Int. J. Cogn. Informatics Nat. Intell., 2010
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010
2009
Inf. Sci., 2009
Using Wavelets and Independent Component Analysis for Quantization Index Modulation Watermarking.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009
Proceedings of the Eighth IEEE International Conference on Dependable, 2009
2008
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008
2007
Proceedings of the Intelligence and Security Informatics, Pacific Asia Workshop, 2007
Proceedings of the Third International Conference on Natural Computation, 2007
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
2006
Proceedings of the Intelligence and Security Informatics, International Workshop, 2006
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006
Proceedings of the 8th workshop on Multimedia & Security, 2006
Proceedings of the Intelligence and Security Informatics, 2006
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
2005
Proceedings of the Intelligence and Security Informatics, 2005
Proceedings of the Intelligence and Security Informatics, 2005
Proceedings of the Digital Rights Management: Technologies, 2005
2003