MARC Record from Library of Congress

LEADER: 01971cam a22003258a 4500
001 2010040730
003 DLC
005 20111222075448.0
008 101013s2011 enk b 001 0 eng
010 $a 2010040730
020 $a9781848212039 (hardback)
040 $aDLC$cDLC$dDLC
042 $apcc
050 00 $aQA76.9.D343$bA3393 2011
082 00 $a006.3$222
084 $aTEC008000$2bisacsh
100 1 $aAlbalate, Amparo.
245 10 $aStatistical spoken language understanding systems /$cAmparo Albalate, Wolfgang Minker.
260 $aLondon :$bISTE ;$aHoboken, NJ :$bWiley,$c2011.
263 $a1010
300 $ap. cm.
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.
504 $aIncludes bibliographical references and index.
650 0 $aData mining.
650 0 $aDiscourse analysis$xStatistical methods.
650 0 $aSpeech processing systems.
650 0 $aComputational intelligence.
650 7 $aTECHNOLOGY & ENGINEERING / Electronics / General$2bisacsh.
700 1 $aMinker, Wolfgang.
856 42 $3Cover image$uhttp://catalogimages.wiley.com/images/db/jimages/9781848212039.jpg