MARC Record from marc_nuls

LEADER: 02161cam 2200373 a 4500
001 9921757020001661
005 20150423140749.0
008 101013s2011 enka b 001 0 eng
010 $a 2010040730
020 $a9781848212039 (hardback)
020 $a1848212038 (hardback)
035 $a(CSdNU)u439608-01national_inst
035 $a(OCoLC)700509842
035 $a(OCoLC)700509842
035 $a(OCoLC)700509842
040 $aDLC$cUBY$dNLE$dCDX$dUAT$dMUU$dCNU
042 $apcc
049 $aCNUM
050 00 $aQA76.9.D343$bA3393 2011
082 00 $a006.3$222
084 $aTEC008000$2bisacsh
100 1 $aAlbalate, Amparo.
245 10 $aSemi-supervised and unsupervised machine learning :$bnovel strategies /$cAmparo Albalate, Wolfgang Minker.
260 $aLondon :$bISTE ;$aHoboken, NJ :$bWiley,$c2011.
300 $ax, 244 p. :$bill ;$c25 cm.
504 $aIncludes bibliographical references and index.
520 $a"This book provides a detailed and up-to-date overview on classification and data mining methods. The first part is focused on supervised classification algorithms and their applications, including recent research on the combination of classifiers. The second part deals with unsupervised data mining and knowledge discovery, with special attention to text mining. Discovering the underlying structure on a data set has been a key research topic associated to unsupervised techniques with multiple applications and challenges, from web-content mining to the inference of cancer subtypes in genomic microarray data. Among those, the book focuses on a new application for dialog systems which can be thereby made adaptable and portable to different domains. Clustering evaluation metrics and new approaches, such as the ensembles of clustering algorithms, are also described"--$cProvided by publisher.
650 0 $aData mining.
650 0 $aDiscourse analysis$xStatistical methods.
650 0 $aSpeech processing systems.
650 0 $aComputational intelligence.
700 1 $aMinker, Wolfgang.
994 $aC0$bCNU
999 $aQA 76.9 .D343 A3393 2011$wLC$c1$i31786102547921$lCIRCSTACKS$mNULS$rY $sY$tBOOK$u5/6/2011