<?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>S1405-55462018000200585</article-id>
<article-id pub-id-type="doi">10.13053/cys-22-2-2526</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Exploración de microarreglos de ADN utilizando minería de datos y una búsqueda tabú]]></article-title>
<article-title xml:lang="en"><![CDATA[Exploration of DNA Microarrays Using Data Mining and a Taboo Search]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Hernández Montiel]]></surname>
<given-names><![CDATA[Luis Alberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[León-Borges]]></surname>
<given-names><![CDATA[José-Antonio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Huerta Hernández]]></surname>
<given-names><![CDATA[Luis David]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad del Istmo campus Ixtepec ]]></institution>
<addr-line><![CDATA[Ciudad Ixtepec Oaxaca]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad de Quintana Roo unidad Cancún ]]></institution>
<addr-line><![CDATA[Cancún Quintana Roo]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2018</year>
</pub-date>
<volume>22</volume>
<numero>2</numero>
<fpage>585</fpage>
<lpage>597</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1405-55462018000200585&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1405-55462018000200585&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1405-55462018000200585&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: En este artículo, se presenta un método híbrido basado en técnicas de minería de datos y una búsqueda tabú aplicado en la selección y clasificación de genes de Microarreglos de ADN. El método está dividido en dos etapas, en la primera etapa se elimina toda la información no relevante de la base de datos utilizando cinco técnicas de filtrado de datos. Con los subconjuntos de genes obtenidos por esta etapa, se realiza una nueva etapa de selección de genes utilizando una búsqueda tabú, para el proceso de clasificación de los genes seleccionados, se utilizan los clasificadores SVM, LDA, KNN por separado. El método se ha implementado para obtener un subconjunto pequeño de genes de alto desempeño, los resultados obtenidos se comparan con otros métodos reportados en la literatura, este método se aplica en tres bases de datos de dominio público.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abtract: In this article, we present a hybrid method based on data mining techniques and a taboo search applied in the selection and classification of DNA Microarray genes. The method is divided into two stages, in the first stage all non-relevant information in the database is eliminated using five data filtering techniques. With the subsets of genes obtained by this step, a new stage of gene selection is carried out using a taboo search, for the classification process of the selected genes, the SVM, LDA, KNN classifiers are used separately. The method has been implemented to obtain a small subset of high performance genes, the results obtained are compared with other methods reported in the literature, this method is applied in three databases of public domain.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Microarreglos de ADN]]></kwd>
<kwd lng="es"><![CDATA[normalización]]></kwd>
<kwd lng="es"><![CDATA[filtrado de datos]]></kwd>
<kwd lng="es"><![CDATA[selección]]></kwd>
<kwd lng="es"><![CDATA[clasificación]]></kwd>
<kwd lng="es"><![CDATA[búsqueda local]]></kwd>
<kwd lng="en"><![CDATA[DNA microarrays]]></kwd>
<kwd lng="en"><![CDATA[normalization]]></kwd>
<kwd lng="en"><![CDATA[data filtering]]></kwd>
<kwd lng="en"><![CDATA[selection]]></kwd>
<kwd lng="en"><![CDATA[classification]]></kwd>
<kwd lng="en"><![CDATA[local search]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<label>1</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Guyon]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Elisseeff]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An Introduction to Variable and Feature Selection]]></article-title>
<source><![CDATA[J. of Machine Learning Research]]></source>
<year>2003</year>
<page-range>1157-82</page-range></nlm-citation>
</ref>
<ref id="B2">
<label>2</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Moreno]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Solé]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
</person-group>
<source><![CDATA[Uso de Chips de ADN (Microarrays) en Medicina: Fundamentos Técnicos y Procedimientos Básicos para el Análisis Estadístico de Resultados]]></source>
<year>2000</year>
<volume>122</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>73-9</page-range><publisher-name><![CDATA[Unidad de Bioestadística y Bioinformática, Instituto Catalán de Oncología]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<label>3</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Huang]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
<name>
<surname><![CDATA[Tao]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Liew]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Parallelized Evolutionary Learning for Detection of Biclusters in Gene Expression Data]]></article-title>
<source><![CDATA[IEEE/ACM Transactions on Computational Biology and Bioinformatics]]></source>
<year>2012</year>
<volume>9</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>560-70</page-range></nlm-citation>
</ref>
<ref id="B4">
<label>4</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Ding]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<source><![CDATA[Gene Selection Algorithm by Combining ReliefF and mRMR]]></source>
<year>2008</year>
<volume>9</volume>
<numero>2</numero>
<conf-name><![CDATA[ IEEE 7th International Conference on Bioinformatics and Bioengineering at Harvard Medical School Boston]]></conf-name>
<conf-loc> </conf-loc>
<issue>2</issue>
<page-range>1-10</page-range></nlm-citation>
</ref>
<ref id="B5">
<label>5</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Altamiranda]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Aguilar]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Pattern Recognition System Based on Data Mining for Analysis of Chemical Substances in Brain]]></article-title>
<source><![CDATA[Computación y Sistemas]]></source>
<year>2015</year>
<volume>19</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>89-107</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>6</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhou]]></surname>
<given-names><![CDATA[B.B.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Zomaya]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<source><![CDATA[A Multi-Filter Enhanced Genetic Ensemble System for Gene Selection and Sample Classification of Microarray Data]]></source>
<year>2010</year>
<volume>11</volume>
<numero>1</numero>
<conf-name><![CDATA[ The Eighth Asia Pacific Bioinformatics Conference Bangalore]]></conf-name>
<conf-loc> </conf-loc>
<issue>1</issue>
<page-range>18-21</page-range></nlm-citation>
</ref>
<ref id="B7">
<label>7</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ladha]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Deepa]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Feature Selection Methods and Algorithms]]></article-title>
<source><![CDATA[International Journal on Computer Science and Engineering (IJCSE)]]></source>
<year>2011</year>
<page-range>1787-97</page-range></nlm-citation>
</ref>
<ref id="B8">
<label>8</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sepúlveda]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Montiel]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Díaz]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Gutiérrez]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Castillo]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Classification of Encephalographic Signals using Artificial Neural Networks]]></article-title>
<source><![CDATA[Computation y Sistemas]]></source>
<year>2015</year>
<volume>19</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>69-88</page-range></nlm-citation>
</ref>
<ref id="B9">
<label>9</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Martínez]]></surname>
<given-names><![CDATA[W.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez]]></surname>
<given-names><![CDATA[A.R.]]></given-names>
</name>
<name>
<surname><![CDATA[Solka]]></surname>
<given-names><![CDATA[J.L.]]></given-names>
</name>
</person-group>
<source><![CDATA[Exploratory Data Analysis with MATLAB®]]></source>
<year>2005</year>
<publisher-name><![CDATA[A CRC Press Company]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<label>10</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pascual-González]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Vázquez-Mesa]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Toro- Pozo]]></surname>
<given-names><![CDATA[J.L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Noise Detection and Learning Based on Current Information]]></article-title>
<source><![CDATA[Computación y Sistemas]]></source>
<year>2014</year>
<volume>18</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>153-67</page-range></nlm-citation>
</ref>
<ref id="B11">
<label>11</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dudoit]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Fridlyand]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Speed]]></surname>
<given-names><![CDATA[T.P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparison of Discrimination Methods for the Classification of Tumors using Gene Expression Data]]></article-title>
<source><![CDATA[Journal of the American Statistical Association]]></source>
<year>2002</year>
<volume>97</volume>
<numero>457</numero>
<issue>457</issue>
<page-range>77-87</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>12</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zaffalon]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Hutter]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Robust Feature Selection by Mutual Information Distributions]]></source>
<year>2002</year>
<conf-name><![CDATA[ 18th International Conference on Uncertainty in Artificial Intelligence]]></conf-name>
<conf-loc> </conf-loc>
<page-range>577-84</page-range></nlm-citation>
</ref>
<ref id="B13">
<label>13</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mishra]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Sahu]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Feature Selection for Cancer Classification: A Signal-to-noise Ratio Approach]]></article-title>
<source><![CDATA[International Journal of Scientific &amp; Engineering Research]]></source>
<year>2011</year>
<volume>2</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>1-7</page-range></nlm-citation>
</ref>
<ref id="B14">
<label>14</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Porras-Cerrón]]></surname>
<given-names><![CDATA[J.C]]></given-names>
</name>
</person-group>
<source><![CDATA[Componentes Principales Supervisados Para Clasificación de Datos De Expresión Genética]]></source>
<year>2005</year>
<publisher-name><![CDATA[Universidad De Puerto Rico Mayagüez]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<label>15</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tan]]></surname>
<given-names><![CDATA[A.H.]]></given-names>
</name>
<name>
<surname><![CDATA[Pan]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Predictive neural networks for gene expression data analysis]]></article-title>
<source><![CDATA[Neural Networks]]></source>
<year>2005</year>
<volume>18</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>297-306</page-range></nlm-citation>
</ref>
<ref id="B16">
<label>16</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Glover]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Melián]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tabu Search]]></article-title>
<source><![CDATA[Revista Iberoamericana de Inteligencia Artificial]]></source>
<year>1989</year>
<volume>1</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>190-206</page-range></nlm-citation>
</ref>
<ref id="B17">
<label>17</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hernández-Hernández]]></surname>
<given-names><![CDATA[J.C.]]></given-names>
</name>
<name>
<surname><![CDATA[Duval]]></surname>
<given-names><![CDATA[B.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Hao]]></surname>
<given-names><![CDATA[J.K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[SVM-based local search for gene selection and classification of microarray data]]></article-title>
<source><![CDATA[Comunicativos in Computer and Information Science]]></source>
<year>2008</year>
<volume>13</volume>
<page-range>499-508</page-range></nlm-citation>
</ref>
<ref id="B18">
<label>18</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Maji]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Paul]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Mutual Information-Based Supervised Attribute Clustering for Microarray Sample Classification]]></article-title>
<source><![CDATA[IEEE Transactions on Knowledge and Data Engineering]]></source>
<year>2012</year>
<page-range>225-52</page-range></nlm-citation>
</ref>
<ref id="B19">
<label>19</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<source><![CDATA[Gene Selection with Rough Sets for the Molecular Diagnosing of Tumor Base on Support Vector Machines]]></source>
<year>2006</year>
<conf-name><![CDATA[ International Computer Symposium]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1368-73</page-range></nlm-citation>
</ref>
<ref id="B20">
<label>20</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sugunal]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Thanushkodi]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An Improved k-Nearest Neighbor Classification Using Genetic Algorithm]]></article-title>
<source><![CDATA[(IJCSI) International Journal of Computer Science Issues]]></source>
<year>2010</year>
<volume>7</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>18-21</page-range></nlm-citation>
</ref>
<ref id="B21">
<label>21</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Salem]]></surname>
<given-names><![CDATA[D.A.]]></given-names>
</name>
<name>
<surname><![CDATA[Seoud]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Ahmed]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Ali]]></surname>
<given-names><![CDATA[H.A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Mgs-cm: a multiple scoring gene selection technique for cancer classification using microarrays]]></article-title>
<source><![CDATA[International Journal of Computer Applications]]></source>
<year>2011</year>
<volume>36</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>30-7</page-range></nlm-citation>
</ref>
<ref id="B22">
<label>22</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Golub]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Slonim]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Tamayo]]></surname>
<given-names><![CDATA[P.C.]]></given-names>
</name>
<name>
<surname><![CDATA[Huard]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Gaasenbeek]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Mesirov]]></surname>
<given-names><![CDATA[J.P.]]></given-names>
</name>
<name>
<surname><![CDATA[Coller]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Loh]]></surname>
<given-names><![CDATA[M.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Downi]]></surname>
<given-names><![CDATA[J.R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Molecular Classification of Cancer: Classes Discovery and Class Prediction by Gene Expression Monitoring]]></article-title>
<source><![CDATA[Science]]></source>
<year>1999</year>
<volume>286</volume>
<numero>5439</numero>
<issue>5439</issue>
<page-range>531-7</page-range></nlm-citation>
</ref>
<ref id="B23">
<label>23</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Alon]]></surname>
<given-names><![CDATA[U.]]></given-names>
</name>
<name>
<surname><![CDATA[Barkai]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Notterman]]></surname>
<given-names><![CDATA[D.A.]]></given-names>
</name>
<name>
<surname><![CDATA[Gish]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Ybarra]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Mack]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Levine]]></surname>
<given-names><![CDATA[A.J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Broad Patterns of Gene Expression Revealed by Clustering Analysis of Tumor and Normal Colon Tissues Probed by Oligonucleotide Arrays]]></article-title>
<source><![CDATA[Proc. Nat. Acad. Sci.]]></source>
<year>1999</year>
<page-range>6745-50</page-range></nlm-citation>
</ref>
<ref id="B24">
<label>24</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gordon]]></surname>
<given-names><![CDATA[G.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Jensen]]></surname>
<given-names><![CDATA[R.V.]]></given-names>
</name>
<name>
<surname><![CDATA[Hsiao]]></surname>
<given-names><![CDATA[L.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Gullans]]></surname>
<given-names><![CDATA[S.R.]]></given-names>
</name>
<name>
<surname><![CDATA[Blumenstock]]></surname>
<given-names><![CDATA[J.E.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramaswamy]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Richards]]></surname>
<given-names><![CDATA[W.G.]]></given-names>
</name>
<name>
<surname><![CDATA[Sugarbaker]]></surname>
<given-names><![CDATA[D.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Bueno]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Translation of Microarray Data into Clinically Relevant Cancer Diagnostic Tests Using Gene Expression Ratios in Lung Cancer and Mesothelioma]]></article-title>
<source><![CDATA[Cancer Res]]></source>
<year>2002</year>
<volume>62</volume>
<numero>17</numero>
<issue>17</issue>
<page-range>4963-7</page-range></nlm-citation>
</ref>
<ref id="B25">
<label>25</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Luo]]></surname>
<given-names><![CDATA[L.K.]]></given-names>
</name>
<name>
<surname><![CDATA[Huang]]></surname>
<given-names><![CDATA[D.F.]]></given-names>
</name>
<name>
<surname><![CDATA[Ye]]></surname>
<given-names><![CDATA[L.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhou]]></surname>
<given-names><![CDATA[Q.F.]]></given-names>
</name>
<name>
<surname><![CDATA[Shao]]></surname>
<given-names><![CDATA[G.F.]]></given-names>
</name>
<name>
<surname><![CDATA[Peng]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Improving the Computational Efficiency of Recursive Cluster Elimination for Gene Selection]]></article-title>
<source><![CDATA[IEEE/ACM Transactions on Computational Biology and Bioinformatics]]></source>
<year>2011</year>
<volume>8</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>122-9</page-range></nlm-citation>
</ref>
<ref id="B26">
<label>26</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yu]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Han]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Berens]]></surname>
<given-names><![CDATA[M.E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Stable gene selection from microarray data via sample weighting]]></article-title>
<source><![CDATA[IEEE/ACM Transactions on Computational Biology and Bioinformatics]]></source>
<year>2012</year>
<volume>9</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>262-72</page-range></nlm-citation>
</ref>
<ref id="B27">
<label>27</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Filippone]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Masulli]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Rovetta]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Simulated Annealing for Supervised Gene Selection]]></article-title>
<source><![CDATA[Soft Computing]]></source>
<year>2011</year>
<page-range>1471-82</page-range></nlm-citation>
</ref>
<ref id="B28">
<label>28</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Wu]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Tan]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Gene selection using hybrid particle swarm optimization and genetic algorithm]]></article-title>
<source><![CDATA[Soft Comput.]]></source>
<year>2008</year>
<page-range>1039-48</page-range></nlm-citation>
</ref>
<ref id="B29">
<label>29</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cho]]></surname>
<given-names><![CDATA[S.B.]]></given-names>
</name>
<name>
<surname><![CDATA[Won]]></surname>
<given-names><![CDATA[H.H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cancer classification using ensemble of neural networks with multiple significant gene subsets]]></article-title>
<source><![CDATA[Applied Intelligence]]></source>
<year>2007</year>
<volume>26</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>243-50</page-range></nlm-citation>
</ref>
<ref id="B30">
<label>30</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An effective gene selection method based on relevance analysis and discernibility matrix]]></article-title>
<source><![CDATA[PAKDD, (LNCS)]]></source>
<year>2007</year>
<volume>4426</volume>
<page-range>1088-95</page-range></nlm-citation>
</ref>
<ref id="B31">
<label>31</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pang]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Havukkala]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Hu]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Classification consistency analysis for bootstrapping gene selection]]></article-title>
<source><![CDATA[Neural Computing and Applications]]></source>
<year>2007</year>
<volume>16</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>527-39</page-range></nlm-citation>
</ref>
<ref id="B32">
<label>32</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[G.Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Zeng]]></surname>
<given-names><![CDATA[X.Q.]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[J.Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
</person-group>
<source><![CDATA[Partial least squares based dimension reduction with gene selection for tumor classification]]></source>
<year>2007</year>
<conf-name><![CDATA[ Proceedings of IEEE 7th International Symposium on Bioinformatics and Bioengineering]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1439-44</page-range></nlm-citation>
</ref>
<ref id="B33">
<label>33</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bonilla-Huerta]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández-Montiel]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Morales-Caporal]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Arjona-López]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Hybrid Framework using Multiple-Filters and an Embedded Approach for an Efficient Selection and Classification of Microarray Data]]></article-title>
<source><![CDATA[IEEE/ACM Transactions on Computational Biology and Bioinformatics]]></source>
<year>2015</year>
<volume>13</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>12-26</page-range></nlm-citation>
</ref>
<ref id="B34">
<label>34</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tan]]></surname>
<given-names><![CDATA[A.C.]]></given-names>
</name>
<name>
<surname><![CDATA[Gilbert]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ensemble machine learning on gene expression data for cancer classification]]></article-title>
<source><![CDATA[Applied Bioinformatics]]></source>
<year>2003</year>
<volume>2</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>1-9</page-range></nlm-citation>
</ref>
<ref id="B35">
<label>35</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yue]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Zuo]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Informative gene selection and tumor classification by null space lda for microarray data. (ESCAPE)]]></article-title>
<source><![CDATA[Lecture Notes in Computer Science]]></source>
<year>2007</year>
<volume>4614</volume>
<page-range>435-46</page-range><publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B36">
<label>36</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Gotoh]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cancer classification using single genes]]></article-title>
<source><![CDATA[Genome Informatics]]></source>
<year>2009</year>
<volume>23</volume>
<page-range>176-88</page-range></nlm-citation>
</ref>
<ref id="B37">
<label>37</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ben-Dor]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Bruhn]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Friedman]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Nachman]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Schummer]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Yakhini]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tissue classification with gene expression profiles]]></article-title>
<source><![CDATA[Journal of Computational Biology]]></source>
<year>2000</year>
<volume>7</volume>
<numero>3-4</numero>
<issue>3-4</issue>
<page-range>559-83</page-range></nlm-citation>
</ref>
<ref id="B38">
<label>38</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wessels]]></surname>
<given-names><![CDATA[L.F.]]></given-names>
</name>
<name>
<surname><![CDATA[Reinders]]></surname>
<given-names><![CDATA[M.J.T.]]></given-names>
</name>
<name>
<surname><![CDATA[Van-Welsem]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Nederlof]]></surname>
<given-names><![CDATA[P.M.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Representation and classification for high-throughput data]]></article-title>
<source><![CDATA[SPIE]]></source>
<year>2002</year>
<volume>4626</volume>
<page-range>226-37</page-range></nlm-citation>
</ref>
<ref id="B39">
<label>39</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cho]]></surname>
<given-names><![CDATA[S.B.]]></given-names>
</name>
<name>
<surname><![CDATA[Won]]></surname>
<given-names><![CDATA[H.H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Machine learning in DNA microarray analysis for cancer classification]]></article-title>
<source><![CDATA[PCAPB]]></source>
<year>2003</year>
<volume>19</volume>
<page-range>189-98</page-range></nlm-citation>
</ref>
<ref id="B40">
<label>40</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chu]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Ghahramani]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Falciani]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Will]]></surname>
<given-names><![CDATA[D.L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Biomarker discovery in microarray gene expression with gaussian process]]></article-title>
<source><![CDATA[Bioinformatics]]></source>
<year>2005</year>
<volume>21</volume>
<numero>16</numero>
<issue>16</issue>
<page-range>3385-93</page-range></nlm-citation>
</ref>
<ref id="B41">
<label>41</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[S.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Sun]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Fang]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Minimum gene subsets with heuristic breadth-first search algorithm for robust tumor classification]]></article-title>
<source><![CDATA[(BMC) Bioinformatics]]></source>
<year>2012</year>
<volume>13</volume>
<numero>178</numero>
<issue>178</issue>
<page-range>1-26</page-range></nlm-citation>
</ref>
<ref id="B42">
<label>42</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Krishnapuram]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Carin]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Hartemink]]></surname>
<given-names><![CDATA[A.J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Joint Classifier and Feature Optimization for Comprehensive Cancer Diagnosis Using Gene Expression Data]]></article-title>
<source><![CDATA[Journal of Computational Biology]]></source>
<year>2004</year>
<volume>11</volume>
<numero>2-3</numero>
<issue>2-3</issue>
</nlm-citation>
</ref>
<ref id="B43">
<label>43</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Maglietta]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[D&#8217;Addabbo]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Piepoli]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Perri]]></surname>
<given-names><![CDATA[B.F.]]></given-names>
</name>
<name>
<surname><![CDATA[Liuni]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Pesole]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Ancona]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Selection of relevant genes in cancer diagnosis based on their prediction accuracy]]></article-title>
<source><![CDATA[Artificial Intelligence in Medicine]]></source>
<year>2007</year>
<volume>40</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>29-44</page-range></nlm-citation>
</ref>
<ref id="B44">
<label>44</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sundaram]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Venkata]]></surname>
<given-names><![CDATA[N.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Parthasarathy]]></surname>
<given-names><![CDATA[R.S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Hybrid SPR algorithm to select predictive genes for effectual cancer classification]]></article-title>
<source><![CDATA[Turkish Journal of Electrical Engineering &amp; Computer Sciences]]></source>
<year>2013</year>
<volume>21</volume>
<numero>2</numero>
<issue>2</issue>
</nlm-citation>
</ref>
<ref id="B45">
<label>45</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Roth]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
</person-group>
<source><![CDATA[The Generalized LASSO: A Wrapper Approach to Gene Selection for Microarray Data]]></source>
<year>2002</year>
<conf-name><![CDATA[ Conference on Automated Deduction]]></conf-name>
<conf-loc> </conf-loc>
<page-range>252-5</page-range></nlm-citation>
</ref>
<ref id="B46">
<label>46</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Huang]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Kecman]]></surname>
<given-names><![CDATA[M.V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Gene Extraction for Cancer Diagnosis by Support Vector Machines- an Improvement]]></article-title>
<source><![CDATA[Artificial Intelligence in Medicine]]></source>
<year>2005</year>
</nlm-citation>
</ref>
<ref id="B47">
<label>47</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[J.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Tsai]]></surname>
<given-names><![CDATA[C.A.]]></given-names>
</name>
<name>
<surname><![CDATA[Tzeng]]></surname>
<given-names><![CDATA[S.L.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[C.H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Gene Selection with Multiple Ordering Criteria]]></article-title>
<source><![CDATA[(BMC) Bioinformatics]]></source>
<year>2007</year>
<volume>8</volume>
<numero>74</numero>
<issue>74</issue>
<page-range>1-17</page-range></nlm-citation>
</ref>
<ref id="B48">
<label>48</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Song]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Miclique: An Algorithm to Identify Differentially Co-Expressed Disease Gene Subset from Microarray Data]]></article-title>
<source><![CDATA[Journal of Biomedicine and Biotechnology]]></source>
<year>2009</year>
<page-range>1-9</page-range></nlm-citation>
</ref>
<ref id="B49">
<label>49</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Darden]]></surname>
<given-names><![CDATA[T.A.]]></given-names>
</name>
<name>
<surname><![CDATA[Weingberg]]></surname>
<given-names><![CDATA[C.R.]]></given-names>
</name>
<name>
<surname><![CDATA[Levine]]></surname>
<given-names><![CDATA[A.J.]]></given-names>
</name>
<name>
<surname><![CDATA[Pedersen]]></surname>
<given-names><![CDATA[L.G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Gene Assessment and Sample Classification for Gene Expression Data Using a Genetic Algorithm/K-Nearest Neighbor Method]]></article-title>
<source><![CDATA[Combinatorial Chemistry &amp; High Throughput Screening]]></source>
<year>2001</year>
<volume>4</volume>
<numero>8</numero>
<issue>8</issue>
<page-range>727-39</page-range></nlm-citation>
</ref>
<ref id="B50">
<label>50</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Wu]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Hu]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Gene selection using genetic algorithm and support vectors machines]]></article-title>
<source><![CDATA[Soft Comput]]></source>
<year>2008</year>
<volume>12</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>693-8</page-range></nlm-citation>
</ref>
<ref id="B51">
<label>51</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tan]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Fu]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Bourgeois]]></surname>
<given-names><![CDATA[A.G.]]></given-names>
</name>
</person-group>
<source><![CDATA[Improving Feature Subset Selection Using a Genetic Algorithm for Microarray Gene Expression Data]]></source>
<year>2006</year>
<conf-name><![CDATA[ IEEE Congress on Evolutionary Computation]]></conf-name>
<conf-loc> </conf-loc>
<page-range>2529-34</page-range></nlm-citation>
</ref>
<ref id="B52">
<label>52</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Gotoh]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Inference of cancer-specific gene regulatory networks using soft computing rules]]></article-title>
<source><![CDATA[Gene Regulation and System Biology]]></source>
<year>2010</year>
<volume>4</volume>
<page-range>19-34</page-range></nlm-citation>
</ref>
<ref id="B53">
<label>53</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yoon]]></surname>
<given-names><![CDATA[I.K.]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[H.K.]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[Y.K.]]></given-names>
</name>
<name>
<surname><![CDATA[Song]]></surname>
<given-names><![CDATA[I.H.]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Baek]]></surname>
<given-names><![CDATA[S.H.]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[J.H.]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[J.R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Exploration of replicative senescence-associated genes in human dermal fibroblasts by cDNA microarray technology]]></article-title>
<source><![CDATA[Experimental gerontology]]></source>
<year>2004</year>
<volume>39</volume>
<numero>9</numero>
<issue>9</issue>
<page-range>1369-78</page-range></nlm-citation>
</ref>
<ref id="B54">
<label>54</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[González-Navarro]]></surname>
<given-names><![CDATA[F.F.]]></given-names>
</name>
<name>
<surname><![CDATA[Belanche-Muñoz]]></surname>
<given-names><![CDATA[L.A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Feature selection for microarray gene expression data using simulated annealing guided by the multivariate joint entropy]]></article-title>
<source><![CDATA[Computación y Sistemas]]></source>
<year>2014</year>
<volume>18</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>275-93</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
