A Gene Expression Programming Algorithm for Multi-Label Classification

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@Article{journals/mvl/Avila-JimenezGZV11,

• author = "Jose Luis Avila-Jimenez and Eva Lucrecia {Gibaja Galindo} and Amelia Zafra and Sebastian Ventura",
• title = "A Gene Expression Programming Algorithm for Multi-Label Classification",
• journal = "Journal of Multiple-Valued Logic and Soft Computing",
• year = "2011",
• number = "2-3",
• volume = "17",
• pages = "183--206",
• keywords = "genetic algorithms, genetic programming, gene expression programming, multi-label classification, discriminant functions, machine learning",
• ISSN = "1542-3980",
• URL = "http://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-17-number-2-3-2011/mvlsc-17-2-3-p-183-206/",
• broken = "http://www.oldcitypublishing.com/MVLSC/MVLSCcontents/MVLSCv17n2-3contents.html",
• broken = "http://www.oldcitypublishing.com/MVLSC/MVLSCabstracts/MVLSC17.2-3abstracts/MVLSCv17n2-3p183-206Avila.html",
• abstract = "This paper presents a Gene Expression Programming algorithm for multilabel classification which encodes a discriminant function into each individual to show 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. The algorithm has been compared to other recently published algorithms. The results found on several datasets demonstrate the feasibility of this approach in the tackling of multi-label problems.",
• notes = "SPECIAL ISSUE Soft Computing Techniques in Data Mining",
• bibdate = "2011-07-04",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/journals/mvl/mvl17.html#Avila-JimenezGZV11",

}

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

Citations