A Gene Expression Programming Algorithm for Multi-Label Classification
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @Article{journals/mvl/Avila-JimenezGZV11,
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author = "Jose Luis Avila-Jimenez and
Eva Lucrecia {Gibaja Galindo} and Amelia Zafra and Sebastian Ventura",
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title = "A Gene Expression Programming Algorithm for
Multi-Label Classification",
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journal = "Journal of Multiple-Valued Logic and Soft Computing",
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year = "2011",
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number = "2-3",
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volume = "17",
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pages = "183--206",
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keywords = "genetic algorithms, genetic programming, gene
expression programming, multi-label classification,
discriminant functions, machine learning",
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ISSN = "1542-3980",
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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/",
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broken = "http://www.oldcitypublishing.com/MVLSC/MVLSCcontents/MVLSCv17n2-3contents.html",
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broken = "http://www.oldcitypublishing.com/MVLSC/MVLSCabstracts/MVLSC17.2-3abstracts/MVLSCv17n2-3p183-206Avila.html",
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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.",
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notes = "SPECIAL ISSUE Soft Computing Techniques in Data
Mining",
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bibdate = "2011-07-04",
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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