Feature selection based on composition of rough sets induced by feature granulation

DOI10.1016/j.ijar.2018.07.011zbMath1448.68415OpenAlexW2885790982WikidataQ129442556 ScholiaQ129442556MaRDI QIDQ1726248

Alessio Ferone

Publication date: 20 February 2019

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2018.07.011

zbMATH Keywords

rough set theorydimensionality reductionfeature selectiongranulation

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (7)

Heuristic-based feature selection for rough set approach ⋮ A general reduction method for fuzzy objective relation systems ⋮ Belief function of Pythagorean fuzzy rough approximation space and its applications ⋮ Three-way dual concept analysis ⋮ Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system ⋮ A heuristic representation learning based on evidential memberships: case study of UCI-SPECTF ⋮ A model of three-way decisions for knowledge harnessing

Cites Work

• An incremental attribute reduction approach based on knowledge granularity under the attribute generalization
• Finding rough and fuzzy-rough set reducts with SAT
• A heuristic knowledge-reduction method for decision formal contexts
• Attribute selection with fuzzy decision reducts
• Online streaming feature selection using rough sets
• Rough fuzzy set-based image compression
• Variable precision rough set model
• C-calculus: An elementary approach to some problems in pattern recognition
• Data dimensionality estimation methods: A survey.
• Feature selection using rough set-based direct dependency calculation by avoiding the positive region
• A novel incremental attribute reduction approach for dynamic incomplete decision systems
• Towards scalable fuzzy-rough feature selection
• Three-way cognitive concept learning via multi-granularity
• Comparison of reduction in formal decision contexts
• Uncertainty and reduction of variable precision multigranulation fuzzy rough sets based on three-way decisions
• Attribute reduction for sequential three-way decisions under dynamic granulation
• Feature selection in mixed data: a method using a novel fuzzy rough set-based information entropy
• Unsupervised fuzzy-rough set-based dimensionality reduction
• ROUGH FUZZY SETS AND FUZZY ROUGH SETS*
• Rough sets
• Rough Sets and Current Trends in Computing
• On Reduct Construction Algorithms
• Unnamed Item
• Unnamed Item
• Unnamed Item

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