专题：Rough Sets and Fuzzy Logic

This cluster of papers explores the theory and applications of rough sets, granular computing, feature selection, decision analysis, information granulation, fuzzy rough sets, concept lattices, knowledge reduction, three-way decisions, and probabilistic rough sets in various domains.
最新文献
Triadic data: representation and reduction

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KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG

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Cooperative games with fuzzy characteristic functions on concept lattices

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Feature selection based on rough diversity entropy

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Optimization of inner and general rules

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Fuzzy Logic Applications in Traffic and Transportation Engineering

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Double Boolean algebras: constructions, sub-structures and morphisms

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Distance and Similarity Measures of q-Rung Picture Fuzzy Hypersoft Set with Application in Pattern Analysis

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Enhancing heart disease prediction with stacked ensemble and MCDM-based ranking: an optimized RST-ML approach

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Stochastic Fractal Search for Bayesian Network Structure Learning Under Soft/Hard Constraints

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近5年高被引文献
Determination of Objective Weights Using a New Method Based on the Removal Effects of Criteria (MEREC)

article Full Text OpenAlex 537 FWCI65.824

Feature Selection for Classification using Principal Component Analysis and Information Gain

article Full Text OpenAlex 301 FWCI27.191

An improved random forest based on the classification accuracy and correlation measurement of decision trees

article Full Text OpenAlex 209 FWCI49.445

Feature selection using Fisher score and multilabel neighborhood rough sets for multilabel classification

article Full Text OpenAlex 176 FWCI20.081

A Novel Three-Way Decision Model Based on Utility Theory in Incomplete Fuzzy Decision Systems

article Full Text OpenAlex 168 FWCI19.309

A novel approach towards bipolar complex fuzzy sets and their applications in generalized similarity measures

article Full Text OpenAlex 165 FWCI21.292

Natural language processing for smart construction: Current status and future directions

article Full Text OpenAlex 164 FWCI12.848

Supplier selection in healthcare supply chain management during the COVID-19 pandemic: a novel fuzzy rough decision-making approach

article Full Text OpenAlex 162 FWCI25.9

The geometry of three-way decision

article Full Text OpenAlex 161 FWCI19.695

Multiclass Confusion Matrix Reduction Method and Its Application on Net Promoter Score Classification Problem

article Full Text OpenAlex 159 FWCI16.869