A social intelligent system for multi-objective optimization of classification rules using cultural algorithms

DOI10.1007/S00607-012-0246-4zbMath1319.68193OpenAlexW1994504048MaRDI QIDQ488307

Sujatha Srinivasan, Sivakumar Ramakrishnan

Publication date: 26 January 2015

Published in: Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00607-012-0246-4

zbMATH Keywords

multi-objective optimizationdata miningevolutionary algorithmsclassification rulescultural algorithmsocial intelligence

Mathematics Subject Classification ID

Multi-objective and goal programming (90C29) Learning and adaptive systems in artificial intelligence (68T05) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

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Uses Software

• UCI-ml
• Unnamed Item

Cites Work

• Unnamed Item
• Recent trends indicate rapid growth of nature-inspired optimization in academia and industry
• Three-objective genetics-based machine learning for linguistic rule extraction
• MEPAR-miner: Multi-expression programming for classification rule mining
• Combining evolutionary algorithms and exact approaches for multi-objective knowledge discovery
• Evolutionary Multi-Criterion Optimization

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