<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1405-5546</journal-id>
<journal-title><![CDATA[Computación y Sistemas]]></journal-title>
<abbrev-journal-title><![CDATA[Comp. y Sist.]]></abbrev-journal-title>
<issn>1405-5546</issn>
<publisher>
<publisher-name><![CDATA[Instituto Politécnico Nacional, Centro de Investigación en Computación]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1405-55462016000400729</article-id>
<article-id pub-id-type="doi">10.13053/cys-20-4-2513</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Medidas de diversidad para la construcción de sistemas multi-clasificadores usando algoritmos genéticos]]></article-title>
<article-title xml:lang="en"><![CDATA[Diversity Measures for Building Multiple Classifier Systems Using Genetic Algorithms]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cabrera-Hernández]]></surname>
<given-names><![CDATA[Leidys]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Morales-Hernández]]></surname>
<given-names><![CDATA[Alejandro]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Casas-Cardoso]]></surname>
<given-names><![CDATA[Gladys María]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Central "Marta Abreu" de Las Villas  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Cuba</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2016</year>
</pub-date>
<volume>20</volume>
<numero>4</numero>
<fpage>729</fpage>
<lpage>747</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1405-55462016000400729&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1405-55462016000400729&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1405-55462016000400729&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen En este trabajo se exponen las diferentes medidas de diversidad que existen en la literatura para decidir si un conjunto de clasificadores es diverso, aspecto que tiene gran importancia en la creación de los sistemas multi-clasificadores. Se presenta la modelación de la construcción de sistemas multi-clasificadores usando la meta-heurística de Algoritmos Genéticos para garantizar la mejor exactitud posible y la mayor diversidad entre los clasificadores. Se enuncian además varias formas de combinación para las medidas de diversidad. Por último se discuten dos experimentos en los que se analiza el comportamiento individual de las medidas de diversidad y los resultados de sus combinaciones.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract In this paper we present the different diversity measures that exist in the literature to decide if a set of classifiers is diverse, aspect that is very important in the creation of multi-classifier systems. The modeling for building multi-classifier systems using meta-heuristic of Genetic Algorithm to ensure the best possible accuracy and greater diversity among the classifiers is presented. Various forms of combination for diversity measures are also enunciated. Finally, we discuss two experiments in which the individual behaviors of diversity measures and their combinations are analyzed.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Medidas de diversidad]]></kwd>
<kwd lng="es"><![CDATA[multi-clasificadores]]></kwd>
<kwd lng="es"><![CDATA[clasificadores]]></kwd>
<kwd lng="es"><![CDATA[algoritmos genéticos]]></kwd>
<kwd lng="en"><![CDATA[Diversity measures]]></kwd>
<kwd lng="en"><![CDATA[multi-classifier]]></kwd>
<kwd lng="en"><![CDATA[classifiers]]></kwd>
<kwd lng="en"><![CDATA[genetic algorithms]]></kwd>
</kwd-group>
</article-meta>
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