Weihua Xu
Orcid: 0000-0001-7202-2573Affiliations:
- Southwest University, School of Artificial Intelligence, Chongqing, China
According to our database1,
Weihua Xu
authored at least 145 papers
between 2006 and 2025.
Collaborative distances:
Collaborative distances:
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Online presence:
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on orcid.org
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on weihuaxu.com
On csauthors.net:
Bibliography
2025
Incremental feature selection: Parallel approach with local neighborhood rough sets and composite entropy.
Pattern Recognit., 2025
2024
IEEE Trans. Neural Networks Learn. Syst., September, 2024
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024
IEEE Trans. Fuzzy Syst., June, 2024
Fuzzy-Granular Concept-Cognitive Learning via Three-Way Decision: Performance Evaluation on Dynamic Knowledge Discovery.
IEEE Trans. Fuzzy Syst., March, 2024
Incremental feature selection approach to multi-dimensional variation based on matrix dominance conditional entropy for ordered data set.
Appl. Intell., March, 2024
Feature Selection for Unbalanced Distribution Hybrid Data Based on ${k}$-Nearest Neighborhood Rough Set.
IEEE Trans. Artif. Intell., January, 2024
Dynamic updating variable precision three-way concept method based on two-way concept-cognitive learning in fuzzy formal contexts.
Inf. Sci., January, 2024
Knowl. Based Syst., 2024
Inf. Fusion, 2024
Incremental reduction of imbalanced distributed mixed data based on k-nearest neighbor rough set.
Int. J. Approx. Reason., 2024
Int. J. Approx. Reason., 2024
Similarity Measurement for Graph Data: An Improved Centrality and Geometric Perspective-Based Approach.
Big Data Res., 2024
2023
M-FCCL: Memory-based concept-cognitive learning for dynamic fuzzy data classification and knowledge fusion.
Inf. Fusion, December, 2023
Active Antinoise Fuzzy Dominance Rough Feature Selection Using Adaptive K-Nearest Neighbors.
IEEE Trans. Fuzzy Syst., November, 2023
Matrix-based feature selection approach using conditional entropy for ordered data set with time-evolving features.
Knowl. Based Syst., November, 2023
Fuzzy rough feature selection using a robust non-linear vague quantifier for ordinal classification.
Expert Syst. Appl., November, 2023
IEEE Trans. Neural Networks Learn. Syst., October, 2023
IEEE Trans. Neural Networks Learn. Syst., October, 2023
Adjunctive three-way concepts from positive and negative concepts in lattice-valued formal contexts.
Int. J. Approx. Reason., October, 2023
IEEE Trans. Fuzzy Syst., June, 2023
A Novel Dynamic Fusion Approach Using Information Entropy for Interval-Valued Ordered Datasets.
IEEE Trans. Big Data, June, 2023
Feature selection using a weighted method in interval-valued decision information systems.
Appl. Intell., May, 2023
An incremental approach to feature selection using the weighted dominance-based neighborhood rough sets.
Int. J. Mach. Learn. Cybern., April, 2023
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2023
Matrix-based multi-granulation fusion approach for dynamic updating of knowledge in multi-source information.
Knowl. Based Syst., February, 2023
Feature Selection Approach Based on Improved Fuzzy C-Means With Principle of Refined Justifiable Granularity.
IEEE Trans. Fuzzy Syst., 2023
Vaguely quantified fuzzy dominance rough set and its incremental maintenance approximation approaches.
Soft Comput., 2023
Incremental concept-cognitive learning approach for concept classification oriented to weighted fuzzy concepts.
Knowl. Based Syst., 2023
2022
Feature Selection Considering Multiple Correlations Based on Soft Fuzzy Dominance Rough Sets for Monotonic Classification.
IEEE Trans. Fuzzy Syst., 2022
Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets.
IEEE Trans. Fuzzy Syst., 2022
Fast and Robust Attribute Reduction Based on the Separability in Fuzzy Decision Systems.
IEEE Trans. Cybern., 2022
A comparative study of different granular structures induced from the information systems.
Soft Comput., 2022
Int. J. Mach. Learn. Cybern., 2022
Dynamic maintenance of variable precision fuzzy neighborhood three-way regions in interval-valued fuzzy decision system.
Int. J. Mach. Learn. Cybern., 2022
Multigranulation double-quantitative decision-theoretic rough sets based on logical operations.
Int. J. Mach. Learn. Cybern., 2022
A novel approach to concept-cognitive learning in interval-valued formal contexts: a granular computing viewpoint.
Int. J. Mach. Learn. Cybern., 2022
Int. J. Mach. Learn. Cybern., 2022
Double-quantitative multigranulation rough fuzzy set based on logical operations in multi-source decision systems.
Int. J. Mach. Learn. Cybern., 2022
Multi-attention concept-cognitive learning model: A perspective from conceptual clustering.
Knowl. Based Syst., 2022
Self-adaptive weighted interaction feature selection based on robust fuzzy dominance rough sets for monotonic classification.
Knowl. Based Syst., 2022
Knowl. Based Syst., 2022
Dynamic information fusion in multi-source incomplete interval-valued information system with variation of information sources and attributes.
Inf. Sci., 2022
An incremental learning mechanism for object classification based on progressive fuzzy three-way concept.
Inf. Sci., 2022
Attribute reduction based on overlap degree and <i>k</i>-nearest-neighbor rough sets in decision information systems.
Inf. Sci., 2022
Int. J. Approx. Reason., 2022
Int. J. Approx. Reason., 2022
Fuzzy Sets Syst., 2022
Dynamic updating approximations of local generalized multigranulation neighborhood rough set.
Appl. Intell., 2022
Updating approximations with dynamic objects based on local multigranulation rough sets in ordered information systems.
Artif. Intell. Rev., 2022
2021
A comparative experimental evaluation on performance of type-1 and interval type-2 Takagi-Sugeno fuzzy models.
Int. J. Mach. Learn. Cybern., 2021
Incremental attribute reduction approaches for ordered data with time-evolving objects.
Knowl. Based Syst., 2021
Feature selection for dynamic interval-valued ordered data based on fuzzy dominance neighborhood rough set.
Knowl. Based Syst., 2021
Knowl. Based Syst., 2021
J. Intell. Fuzzy Syst., 2021
Dynamic fuzzy neighborhood rough set approach for interval-valued information systems with fuzzy decision.
Appl. Soft Comput., 2021
Proceedings of the International Conference on Machine Learning and Cybernetics, 2021
2020
Multi-level cognitive concept learning method oriented to data sets with fuzziness: a perspective from features.
Soft Comput., 2020
Adaptive weighted generalized multi-granulation interval-valued decision-theoretic rough sets.
Knowl. Based Syst., 2020
Incremental updating approximations for double-quantitative decision-theoretic rough sets with the variation of objects.
Knowl. Based Syst., 2020
Dynamically updating approximations based on multi-threshold tolerance relation in incomplete interval-valued decision information systems.
Knowl. Inf. Syst., 2020
Inf. Sci., 2020
Multi-granulation method for information fusion in multi-source decision information system.
Int. J. Approx. Reason., 2020
The dynamic update method of attribute-induced three-way granular concept in formal contexts.
Int. J. Approx. Reason., 2020
Int. J. Approx. Reason., 2020
Two types of coverings based multigranulation rough fuzzy sets and applications to decision making.
Artif. Intell. Rev., 2020
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020
2019
Soft Comput., 2019
Soft Comput., 2019
Fuzziness and incremental information of disjoint regions in double-quantitative decision-theoretic rough set model.
Int. J. Mach. Learn. Cybern., 2019
Int. J. Mach. Learn. Cybern., 2019
Int. J. Mach. Learn. Cybern., 2019
不协调目标信息系统中基于改进差别信息树的分布属性约简 (Distribution Attribute Reduction Based on Improved Discernibility Information Tree in Inconsistent System).
计算机科学, 2019
J. Intell. Fuzzy Syst., 2019
Multi-granulation Rough Sets and Uncertainty Measurement for Multi-source Fuzzy Information System.
Int. J. Fuzzy Syst., 2019
Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system.
Int. J. Approx. Reason., 2019
The Method of Data Analysis in Intuitionistic Fuzzy Generalized Consistent Decision Formal Context.
Entropy, 2019
Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019
2018
Lower Approximation Reduction Based on Discernibility Information Tree in Inconsistent Ordered Decision Information Systems.
Symmetry, 2018
Multi-Granulation Rough Set for Incomplete Interval-Valued Decision Information Systems Based on Multi-Threshold Tolerance Relation.
Symmetry, 2018
Int. J. Mach. Learn. Cybern., 2018
Double-quantitative decision-theoretic approach to multigranulation approximate space.
Int. J. Approx. Reason., 2018
Int. J. Approx. Reason., 2018
Fundam. Informaticae, 2018
Dynamic Computing Rough Approximations for Variable Granular Structure Lattice-Valued Decision Systems.
Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018
Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018
2017
Int. J. Mach. Learn. Cybern., 2017
Attributes reduction and rules acquisition in an lattice-valued information system with fuzzy decision.
Int. J. Mach. Learn. Cybern., 2017
Incremental knowledge discovering in interval-valued decision information system with the dynamic data.
Int. J. Mach. Learn. Cybern., 2017
直觉模糊序决策信息系统的分配约简 (Assignment Reduction of Intuitionistic Fuzzy Ordered Decision Information System).
计算机科学, 2017
A novel approach to information fusion in multi-source datasets: A granular computing viewpoint.
Inf. Sci., 2017
Inf. Sci., 2017
Information Fusion Based on Information Entropy in Fuzzy Multi-source Incomplete Information System.
Int. J. Fuzzy Syst., 2017
Dynamic computing rough approximations approach to time-evolving information granule interval-valued ordered information system.
Appl. Soft Comput., 2017
The graded multi-granulation rough set based on interval-valued fuzzy information system.
Proceedings of the 13th International Conference on Natural Computation, 2017
Proceedings of the 13th International Conference on Natural Computation, 2017
A weighted multi-granulation decision-theoretic approach to multi-source decision systems.
Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017
2016
Granular Computing Approach to Two-Way Learning Based on Formal Concept Analysis in Fuzzy Datasets.
IEEE Trans. Cybern., 2016
Knowl. Based Syst., 2016
J. Intell. Fuzzy Syst., 2016
Uncertainty measures in multigranulation with different grades rough set based on dominance relation.
J. Intell. Fuzzy Syst., 2016
Proceedings of the Rough Sets - International Joint Conference, 2016
2015
Knowledge reductions in generalized approximation space over two universes based on evidence theory.
J. Intell. Fuzzy Syst., 2015
Incremental Computing Approximations with the Dynamic Object set in Interval-valued Ordered Information System.
Fundam. Informaticae, 2015
Fundam. Informaticae, 2015
Information fusion for multi-source fuzzy information system with the same structure.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015
2014
Uncertainty measure of Atanassov's intuitionistic fuzzy 풯 equivalence information systems.
J. Intell. Fuzzy Syst., 2014
A novel cognitive system model and approach to transformation of information granules.
Int. J. Approx. Reason., 2014
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014
2013
Int. J. Mach. Learn. Cybern., 2013
Int. J. Mach. Learn. Cybern., 2013
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2013
Knowledge Reduction in Lattice-Valued Information Systems with Interval-Valued Intuitionistic Fuzzy Decision.
Int. J. Artif. Intell. Tools, 2013
2012
Approaches to attribute reductions based on rough set and matrix computation in inconsistent ordered information systems.
Knowl. Based Syst., 2012
Int. J. Wavelets Multiresolution Inf. Process., 2012
Int. J. Gen. Syst., 2012
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012
Upper Approximation Reduction Based on Intuitionistic Fuzzy $\mathcal{T}$ Equivalence Information Systems.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 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
2011
Intell. Inf. Manag., 2011
Intell. Inf. Manag., 2011
Proceedings of the Bio-Inspired Computing and Applications, 2011
2010
Knowl. Inf. Syst., 2010
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010
2009
Knowledge granulation, knowledge entropy and knowledge uncertainty measure in ordered information systems.
Appl. Soft Comput., 2009
2008
Knowledge reduction and matrix computation in inconsistent ordered information systems.
Int. J. Bus. Intell. Data Min., 2008
2007
Fuzzy Sets Syst., 2007
Uncertainty Measures of Roughness of Knowledge and Rough Sets in Ordered Information Systems.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007
Proceedings of the Fuzzy Information and Engineering, 2007
A Novel Algorithm of Matrix Computation for Knowledge Reductions in Inconsistent Ordered Information Systems.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
2006
Knowledge Reduction Based on Evidence Reasoning Theory in Ordered Information Systems.
Proceedings of the Knowledge Science, 2006