Classification With Ant Colony Optimization

Ant colony optimization (ACO) can be applied to the data mining field to extract rule-based classifiers. The aim of this paper is twofold. On the one hand, we provide an overview of previous ant-based approaches to the classification task and compare them with state-of-the-art classification techniq...

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Veröffentlicht in:	IEEE transactions on evolutionary computation 2007-10, Vol.11 (5), p.651-665
Hauptverfasser:	Martens, D., De Backer, M., Haesen, R., Vanthienen, J., Snoeck, M., Baesens, B.
Format:	Artikel
Sprache:	eng
Schlagworte:	Ant colony optimization Ant colony optimization (ACO) Applied sciences Artificial intelligence Benchmarking Biomedical engineering Classification Classification tree analysis Colonies comprehensibility Computer science control theory systems Data mining Data processing. List processing. Character string processing Decision making Dynamical systems Dynamics Exact sciences and technology Humans Inclusions Learning and adaptive systems Medical diagnosis Memory organisation. Data processing Neural networks Optimization rule list Software Studies Support vector machine classification Support vector machines {\cal M}{\cal A}{\cal X} - {\cal M}{\cal I}{\cal N} ant system
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