Multi-label Classification with Gene Expression Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8010

@InProceedings{conf/hais/AvilaGV09,

• title = "Multi-label Classification with Gene Expression Programming",
• author = "J. L. Avila and Eva Lucrecia {Gibaja Galindo} and Sebastian Ventura",
• bibdate = "2009-06-24",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/hais/hais2009.html#AvilaGV09",
• booktitle = "Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems, HAIS 2009",
• publisher = "Springer",
• year = "2009",
• volume = "5572",
• editor = "Emilio Corchado and Xindong Wu and Erkki Oja and Alvaro Herrero and Bruno Baruque",
• isbn13 = "978-3-642-02318-7",
• pages = "629--637",
• series = "Lecture Notes in Computer Science",
• address = "Salamanca, Spain",
• month = jun # " 10-12",
• keywords = "genetic algorithms, genetic programming, gene expression programming",
• URL = "http://dx.doi.org/10.1007/978-3-642-02319-4",
• DOI = "doi:10.1007/978-3-642-02319-4_76",
• abstract = "In this paper, we introduce a Gene Expression Programming algorithm for multi label classification. This algorithm encodes each individual into a discriminant function that shows whether a pattern belongs to a given class or not. The algorithm also applies a niching technique to guarantee that the population includes functions for each existing class. In order to evaluate the quality of our algorithm, its performance is compared to that of four recently published algorithms. The results show that our proposal is the best in terms of accuracy, precision and recall",

}

Genetic Programming entries for Jose Luis Avila-Jimenez Eva L Gibaja Sebastian Ventura

Citations