Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets

Binbin Sang, Hongmei Chen, Lei Yang, +2

IEEE Transactions on Fuzzy Systems

Incremental Feature SelectionData ClassificationFuzzy LogicEngineeringMachine Learning +12

Multi-granulation method for information fusion in multi-source decision information system

Lei Yang, Weihua Xu, Xiaoyan Zhang, +1

International Journal of Approximate Reasoning

Decision FusionFuzzy LogicEngineeringInformation RetrievalData Science +9

Feature selection for dynamic interval-valued ordered data based on fuzzy dominance neighborhood rough set

Binbin Sang, Hongmei Chen, Lei Yang, +3

Knowledge-Based Systems

Fuzzy Multi-criteria Decision-makingFuzzy ComputingFuzzy LogicEngineeringData Science +4

Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system

Binbin Sang, Lei Yang, Hongmei Chen, +3

International Journal of Approximate Reasoning

EngineeringData ScienceData MiningData AggregationInformation Granule +10

The dynamic update method of attribute-induced three-way granular concept in formal contexts

Binghan Long, Weihua Xu, Xiaoyan Zhang, +1

International Journal of Approximate Reasoning

Formal SemanticsFormal ContextsEngineeringComputational SemanticsAutomated Reasoning +9

Multi-granulation Rough Sets and Uncertainty Measurement for Multi-source Fuzzy Information System

Lei Yang, Xiaoyan Zhang, Weihua Xu, +1

International Journal of Fuzzy Systems

Fuzzy LogicEngineeringFuzzy ComputingData ScienceUncertainty Quantification +8

Incremental attribute reduction approaches for ordered data with time-evolving objects

Binbin Sang, Hongmei Chen, Lei Yang, +3

Knowledge-Based Systems

Incremental LearningEngineeringData OptimizationData ScienceData Mining +11

Feature Selection Considering Multiple Correlations Based on Soft Fuzzy Dominance Rough Sets for Monotonic Classification

Binbin Sang, Hongmei Chen, Lei Yang, +3

IEEE Transactions on Fuzzy Systems

Fuzzy Multi-criteria Decision-makingFuzzy LogicEngineeringMachine LearningData Science +10

Dynamic fuzzy neighborhood rough set approach for interval-valued information systems with fuzzy decision

Lei Yang, Keyun Qin, Binbin Sang, +1

Applied Soft Computing

Fuzzy LogicFuzzy SystemsEngineeringFuzzy ComputingFuzzy Modeling +6

A novel incremental attribute reduction by using quantitative dominance-based neighborhood self-information

Lei Yang, Keyun Qin, Binbin Sang, +1

Knowledge-Based Systems

Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining +9