Bidirectional heuristic attribute reduction based on conflict region

DOI10.1007/s00500-014-1382-xzbMath1359.68274OpenAlexW2069304052MaRDI QIDQ521640

Longshu Li, Chuanjian Yang, Hao Ge, Yi Xu

Publication date: 11 April 2017

Published in: Soft Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00500-014-1382-x

zbMATH Keywords

rough set theoryattribute reductionconflict regionpositive region

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Related Items (3)

A fast heuristic attribute reduction approach to ordered decision systems ⋮ A unified view of consistent functions ⋮ A unified incremental reduction with the variations of the object for decision tables

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Analysis of alternative objective functions for attribute reduction in complete decision tables
• Quick attribute reduction in inconsistent decision tables
• Hybrid approaches to attribute reduction based on indiscernibility and discernibility relation
• Quick attribute reduct algorithm for neighborhood rough set model
• Consistency-based search in feature selection
• Relative reducts in consistent and inconsistent decision tables of the Pawlak rough set model
• Positive approximation: an accelerator for attribute reduction in rough set theory
• Discernibility matrix simplification for constructing attribute reducts
• Wrappers for feature subset selection
• On the approximability of minimizing nonzero variables or unsatisfied relations in linear systems
• Uncertainty measures of rough set prediction
• Rough sets and intelligent data analysis
• A rough-fuzzy approach for generating classification rules
• Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring
• An efficient accelerator for attribute reduction from incomplete data in rough set framework
• COMBINATION ENTROPY AND COMBINATION GRANULATION IN ROUGH SET THEORY
• Fuzzy Adaptive PID Strategy for Asynchronous Machines Direct Torque Control
• Rough sets
• Rough set methods in feature selection and recognition
• Approaches to knowledge reductions in inconsistent systems
• THE ALGORITHM ON KNOWLEDGE REDUCTION IN INCOMPLETE INFORMATION SYSTEMS
• 10.1162/153244303322753616
• Reduction algorithms based on discernibility matrix: The ordered attributes method
• Using rough sets with heuristics for feature selection

This page was built for publication: Bidirectional heuristic attribute reduction based on conflict region