Feature Extraction Using Coevolutionary Genetic Programming

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@InProceedings{kotani:2004:feucgp,

• title = "Feature Extraction Using Coevolutionary Genetic Programming",
• author = "Manabu Kotani and Daisuke Kato",
• pages = "614--619",
• booktitle = "Proceedings of the 2004 IEEE Congress on Evolutionary Computation",
• year = "2004",
• publisher = "IEEE Press",
• month = "20-23 " # jun,
• address = "Portland, Oregon",
• ISBN = "0-7803-8515-2",
• keywords = "genetic algorithms, genetic programming, Coevolution \& collective behavior, Combinatorial \& numerical optimization, Poster Session",
• DOI = "doi:10.1109/CEC.2004.1330914",
• abstract = "We propose a new feature extraction method using evolutionary computations. The extracted features are defined as polynomial expressions, which are composed of the original input pattern. These polynomial expressions are searched by coevolutionary genetic programming. We introduce a new fitness function based on competition between individuals. Experiments are performed for some databases of UCI repository using the proposed method and k-Nearest Neighbor rule. Experimental results show that the proposed method can preserve the diversity of populations and improve recognition accuracy on most databases.",
• notes = "CEC 2004 - A joint meeting of the IEEE, the EPS, and the IEE.",

}

Genetic Programming entries for Manabu Kotani Daisuke Kato

Citations