<?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>S1405-55462008000100005</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Color Matching using Time Series Searching in Color Databases]]></article-title>
<article-title xml:lang="es"><![CDATA[Pareo de Colores mediante Búsqueda de Series de Tiempo en Bases de Datos de Color]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Felipe Riverón]]></surname>
<given-names><![CDATA[E. M.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Figueroa Nazuno]]></surname>
<given-names><![CDATA[J. G.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gutiérrez Tornés]]></surname>
<given-names><![CDATA[A. F.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Barrón Fernández]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cervantes Alarcón]]></surname>
<given-names><![CDATA[F. I.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,National Polytechnic Institute Center for Computing Research ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>03</month>
<year>2008</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>03</month>
<year>2008</year>
</pub-date>
<volume>11</volume>
<numero>3</numero>
<fpage>230</fpage>
<lpage>241</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1405-55462008000100005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1405-55462008000100005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1405-55462008000100005&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[The goal of this paper is to document the use of time series in color matching. Although time series are not commonly used for this purpose, the results obtained, based on the principle of similarity in time series using the Euclidean distance, establish the validity of its use for color matching applications. The accuracy of color matching was based on the measures of reflectivity versus wavelength of samples given by a spectrophotometer. The error estimation was calculated using a database of 1001 elements. The matching module has been tested with six samples included and not included in the database. All of them gave an error lower than the estimated absolute error of 11.36.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[El propósito de este trabajo es documentar el uso de las series de tiempo en el pareo de colores. Aunque las series de tiempo no son usadas comúnmente con este fin, los resultados obtenidos, basados en el principio de similitud en las series de tiempo mediante la distancia euclidiana, establece la validez de su uso en las aplicaciones de pareo de colores. La exactitud del pareo de colores se basó en las medidas de la reflectividad contra la longitud de onda de las muestras, dadas por un espectro fotómetro. La estimación del error fue calculada a partir de una base de datos de 1001 elementos. El módulo de pareo ha sido probado con seis muestras incluidas y no incluidas en la base de datos. Todas ellas dieron un error menor que el error absoluto estimado de 11.36.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Time series]]></kwd>
<kwd lng="en"><![CDATA[Color matching]]></kwd>
<kwd lng="en"><![CDATA[Pattern recognition]]></kwd>
<kwd lng="en"><![CDATA[Similarity]]></kwd>
<kwd lng="en"><![CDATA[Color management systems]]></kwd>
<kwd lng="es"><![CDATA[Series de tiempo]]></kwd>
<kwd lng="es"><![CDATA[Pareo de colores]]></kwd>
<kwd lng="es"><![CDATA[Reconocimiento de patrones]]></kwd>
<kwd lng="es"><![CDATA[Similitud]]></kwd>
<kwd lng="es"><![CDATA[Sistemas de administración del color]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="center"><font face="verdana" size="4"><b>Color Matching using Time Series Searching in Color Databases</b></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="3"><b><i>Pareo de Colores mediante B&uacute;squeda de Series de Tiempo en Bases de Datos de Color</i></b></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="2"><b>E. M. Felipe River&oacute;n&ordf;, J. G. Figueroa Nazuno&ordf;, A. F. Guti&eacute;rrez Torn&eacute;s&ordf;, R. Barr&oacute;n Fern&aacute;ndez&ordf; y F. I. Cervantes Alarc&oacute;n</b></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2">&ordf; <i>Center for Computing Research, National Polytechnic Institute, M&eacute;xico, DF Juan de Dios Batiz s/n, esquina a Miguel Othon de Mendizabal, Col. Nueva Industrial Vallejo, P.O: 07738 </i>e&#150;mails: <a href="mailto:edgardo@cic.ipn.mx">edgardo@cic.ipn.mx</a>; <a href="mailto:jfn@cic.ipn.mx">jfn@cic.ipn.mx</a>; <a href="mailto:atornes@cic.ipn.mx">atornes@cic.ipn.mx</a>; <a href="mailto:rbarron@cic.ipn.mx">rbarron@cic.ipn.mx</a>; <a href="mailto:fabian_isr@yahoo.com.mx">fabian_isr@yahoo.com.mx</a></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2">Article received on December 06, 2005    <br> Accepted on April 02, 2007</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Abstract</b></font></p>     <p align="justify"><font face="verdana" size="2">The goal of this paper is to document the use of time series in color matching. Although time series are not commonly used for this purpose, the results obtained, based on the principle of similarity in time series using the Euclidean distance, establish the validity of its use for color matching applications. The accuracy of color matching was based on the measures of reflectivity versus wavelength of samples given by a spectrophotometer. The error estimation was calculated using a database of 1001 elements. The matching module has been tested with six samples included and not included in the database. All of them gave an error lower than the estimated absolute error of 11.36.</font></p>     <p align="justify"><font face="verdana" size="2"><b>Keywords: </b>Time series; Color matching; Pattern recognition; Similarity; Color management systems.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Resumen</b></font></p>     <p align="justify"><font face="verdana" size="2">El prop&oacute;sito de este trabajo es documentar el uso de las series de tiempo en el pareo de colores. Aunque las series de tiempo no son usadas com&uacute;nmente con este fin, los resultados obtenidos, basados en el principio de similitud en las series de tiempo mediante la distancia euclidiana, establece la validez de su uso en las aplicaciones de pareo de colores. La exactitud del pareo de colores se bas&oacute; en las medidas de la reflectividad contra la longitud de onda de las muestras, dadas por un espectro fot&oacute;metro. La estimaci&oacute;n del error fue calculada a partir de una base de datos de 1001 elementos. El m&oacute;dulo de pareo ha sido probado con seis muestras incluidas y no incluidas en la base de datos. Todas ellas dieron un error menor que el error absoluto estimado de 11.36.</font></p>     <p align="justify"><font face="verdana" size="2"><b>Palabras clave: </b>Series de tiempo; Pareo de colores; Reconocimiento de patrones; Similitud; Sistemas de administraci&oacute;n del color.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><a href="/pdf/cys/v11n3/v11n3a5.pdf" target="_blank">DESCARGAR ART&Iacute;CULO EN FORMATO PDF</a></font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>References</b></font></p>     <!-- ref --><p align="justify"><font face="verdana" size="2">1. <b>Kaverman, J. (2002). </b>Color matching for pad printing, Screen Printing magazine. <u><a href="http://screenweb.com/index.php/channel/7/id/1604/" target="_blank">http://www.screenweb.com/index.php/channel/7/id/1 604/</a></u></font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044136&pid=S1405-5546200800010000500001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">2. <b>Aquino, D., Cervantes, F., Linares, B., Felipe, E., De la Cruz, C. (2004). </b>Telecolorimetr&iacute;a basada en el reconocimiento de patrones de color, Thesis, Interdisciplinary Professional School in Engineering and Advanced Technologies, National Polytechnic Institute, Mexico.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044137&pid=S1405-5546200800010000500002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">3. <b>Butts, K. (2003). </b>Database Preparation for Successful Computer Color Matching. <a href="http://techexchange.com/welcome.html" target="_blank">Techexchange.com</a>.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044138&pid=S1405-5546200800010000500003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">4. <b>White, J.W. (1997). </b><u><a href="http://www.trumatch.com/" target="_blank">http://www.trumatch.com/articles/truwhite.htm</a></u></font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044139&pid=S1405-5546200800010000500004&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">5. <b>Coudray, M.A. (2004). </b>The Realities of Color Matching, the dynamics of color matching and color perceptions. Dynamesh.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044140&pid=S1405-5546200800010000500005&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">6. <b>Kaverman, J. (2004). </b>Diversified Printing Technique, Screen Printing magazine. <a href="http://screenweb.com/index.php/channel/8/id/1604/" target="_blank">http://www.screenweb.com/pad/cont/colormatch.html</a></font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044141&pid=S1405-5546200800010000500006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">7. <b>Keogh, E., Lin, J., Truppel, W. (2003). </b>Clustering of Time Series Subsequences is Meaningless: Implications for Previous and Future Research, ICDM.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044142&pid=S1405-5546200800010000500007&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">8. <b>Lin, J., Keogh, E., Lonardi, S. and Chui, B. (2003). </b>A Novel Symbolic Representation of Time Series, with Applications to Classification, Clustering, Query by Content and Anomaly Detection, ACM SIGKDD'03, August 24&#150;27, Washington, D.C..</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044143&pid=S1405-5546200800010000500008&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">9. <b>Orenstein, J. (1986). </b>Spatial query processing in an object&#150;oriented database system. Proc. ACM SIGMOD, pages 326&#150;336.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044144&pid=S1405-5546200800010000500009&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">10. <b>Faloutsos, C., Ranganathan, M. and Manolopoulos, Y. (1994). </b>Fast Subsequence Matching in Time&#150;Series Databases, SIGMOD 94&#150;5/94, ACM.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044145&pid=S1405-5546200800010000500010&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">11. <b>Agrawal, R., Faloutsos, C. &amp; Swami, A. (1993). </b>Efficient similarity search in sequence databases. In proceedings of the 4<sup>th</sup> Int'l Conference on Foundations of Data Organizations and Algorithms. Chicago, IL, Oct. 13&#150;15. 69&#150;84.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044146&pid=S1405-5546200800010000500011&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">12. <b>Faloutsos, C., Equitz, M., Flickner, M., Niblack, W., Petkovic, D., and Barber, R. (1993). </b>Efficient and effective querying by image content. Journal of Intelligent Information System.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044147&pid=S1405-5546200800010000500012&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">13. <b>Zhang, H., Dong Bi, J., Back, B. (2002). </b>The Design and Implementation of Color Matching System Based on Back Propagation, Lecture Notes in Computer Science, Vol. 2358, Springer, Proc. of the 15<sup>th</sup> Intl. Conf. on Industrial and Engineering, Applications of Artificial Intelligence and Expert Systems: Developments in Applied Artificial Intelligence, pp. 557&#150;566.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044148&pid=S1405-5546200800010000500013&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">14. <b>Tucker, A. (2002). </b><i>Applied Combinatorics, </i>John Wiley &amp; Sons, 4<sup>th</sup> Edition, Chapter 6.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044149&pid=S1405-5546200800010000500014&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p align="justify"><font face="verdana" size="2">15. <b>Sharma, G. (2003). </b><i>Digital Color Imaging Handbook, </i>CRC Press, 797 p.</font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=2044150&pid=S1405-5546200800010000500015&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --> ]]></body><back>
<ref-list>
<ref id="B1">
<label>1</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kaverman]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Color matching for pad printing, Screen Printing magazine.]]></source>
<year>2002</year>
</nlm-citation>
</ref>
<ref id="B2">
<label>2</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aquino]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Cervantes]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Linares]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
<name>
<surname><![CDATA[Felipe]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[De la Cruz]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Telecolorimetría basada en el reconocimiento de patrones de color]]></source>
<year>2004</year>
<publisher-name><![CDATA[National Polytechnic Institute]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<label>3</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Butts]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<source><![CDATA[Database Preparation for Successful Computer Color Matching]]></source>
<year>2003</year>
</nlm-citation>
</ref>
<ref id="B4">
<label>4</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[White]]></surname>
<given-names><![CDATA[J.W.]]></given-names>
</name>
</person-group>
<source><![CDATA[]]></source>
<year>1997</year>
</nlm-citation>
</ref>
<ref id="B5">
<label>5</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Coudray]]></surname>
<given-names><![CDATA[M.A]]></given-names>
</name>
</person-group>
<source><![CDATA[The Realities of Color Matching, the dynamics of color matching and color perceptions]]></source>
<year>2004</year>
<publisher-name><![CDATA[Dynamesh]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B6">
<label>6</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kaverman]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Diversified Printing Technique, Screen Printing magazine]]></source>
<year>2004</year>
</nlm-citation>
</ref>
<ref id="B7">
<label>7</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Keogh]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Lin]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Truppel]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[Clustering of Time Series Subsequences is Meaningless: Implications for Previous and Future Research]]></source>
<year>2003</year>
<publisher-name><![CDATA[ICDM]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<label>8</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lin]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Keogh]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Lonardi]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Chui]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<source><![CDATA[A Novel Symbolic Representation of Time Series, with Applications to Classification, Clustering, Query by Content and Anomaly Detection]]></source>
<year>2003</year>
<publisher-loc><![CDATA[Washington^eD.C. D.C.]]></publisher-loc>
<publisher-name><![CDATA[ACM SIGKDD'03]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<label>9</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Orenstein]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Spatial query processing in an object-oriented database system]]></source>
<year>1986</year>
<conf-name><![CDATA[ Proc. ACM SIGMOD]]></conf-name>
<conf-loc> </conf-loc>
<page-range>326-336</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>10</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Faloutsos]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Ranganathan]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Manolopoulos]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<source><![CDATA[Fast Subsequence Matching in Time-Series Databases]]></source>
<year>1994</year>
<publisher-name><![CDATA[ACM]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<label>11</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Agrawal]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Faloutsos]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Swami]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Efficient similarity search in sequence databases]]></source>
<year>1993</year>
<conf-name><![CDATA[ In proceedings of the 4th Int'l Conference on Foundations of Data Organizations and Algorithms]]></conf-name>
<conf-loc>Chicago IL</conf-loc>
<page-range>69-84</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>12</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Faloutsos]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Equitz]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Flickner]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Niblack]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Petkovic]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Barber]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Efficient and effective querying by image content]]></article-title>
<source><![CDATA[Journal of Intelligent Information System]]></source>
<year>1993</year>
</nlm-citation>
</ref>
<ref id="B13">
<label>13</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Dong Bi]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Back]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<source><![CDATA[The Design and Implementation of Color Matching System Based on Back Propagation, Lecture Notes in Computer Science]]></source>
<year>2002</year>
<volume>2358</volume>
<conf-name><![CDATA[ Proc. of the 15th Intl. Conf. on Industrial and Engineering, Applications of Artificial Intelligence and Expert Systems: Developments in Applied Artificial Intelligence]]></conf-name>
<conf-loc> </conf-loc>
<page-range>557-566</page-range><publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B14">
<label>14</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tucker]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Applied Combinatorics]]></source>
<year>2002</year>
<edition>4</edition>
<publisher-name><![CDATA[John Wiley & Sons]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<label>15</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sharma]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<source><![CDATA[Digital Color Imaging Handbook]]></source>
<year>2003</year>
<page-range>797</page-range><publisher-name><![CDATA[CRC Press]]></publisher-name>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
