Optimal scale combination selection based on genetic algorithm in generalized multi-scale decision systems for classification
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Publication:6665142
DOI10.1016/j.ins.2024.121685MaRDI QIDQ6665142
Fan Zhao, Ying Yang, Qin Xie, Qing-Hua Zhang, Guo-Yin Wang, Yunlong Cheng
Publication date: 16 January 2025
Published in: Information Sciences (Search for Journal in Brave)
genetic algorithminformation entropymulti-scale decision systemoptimal scale combinationmulti-scale attribute subset
Evolutionary algorithms, genetic algorithms (computational aspects) (68W50) Reasoning under uncertainty in the context of artificial intelligence (68T37)
Cites Work
- Theory and applications of granular labelled partitions in multi-scale decision tables
- Rough set approach to multi-attribute decision analysis
- Fuzzy equivalence relation and its multigranulation spaces
- Dominance-based rough sets in multi-scale intuitionistic fuzzy decision tables
- Double-quantitative rough sets, optimal scale selection and reduction in multi-scale dominance if decision tables
- MGRS: a multi-granulation rough set
- On rule acquisition in incomplete multi-scale decision tables
- Generalized multi-scale decision tables with multi-scale decision attributes
- Optimal scale selection for multi-scale decision tables
- Rough Set Approximations in Multi-scale Interval Information Systems
- Rough sets: probabilistic versus deterministic approach
- Rough sets
- Fuzzy sets
- Rough sets theory for multicriteria decision analysis
- TWD-R: a three-way decision approach based on regret theory in multi-scale decision information systems
- Rule acquisition in generalized multi-scale information systems with multi-scale decisions
- Optimal scale selection and knowledge discovery in generalized multi-scale decision tables
- Two-dimensional improved attribute reductions based on distance granulation and condition entropy in incomplete interval-valued decision systems
- A novel method to information fusion in multi-source incomplete interval-valued data via conditional information entropy: application to mutual information entropy based attribute reduction
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