MARC Record from marc_columbia

LEADER: 04428cam a2200685 a 4500
001 15080460
005 20220507231248.0
006 m o d
007 cr cnu---unuuu
008 101011s2009 flua ob 001 0 eng d
035 $a(OCoLC)ocn669513049
035 $a(NNC)15080460
040 $aN$T$beng$epn$cN$T$dEBLCP$dWAU$dYDXCP$dE7B$dCEF$dOCLCQ$dMHW$dIDEBK$dOCLCQ$dOHS$dOCLCQ$dDEBSZ$dOCLCQ$dOCLCO$dCRCPR$dOCLCQ$dS3O$dOCLCQ$dMERUC$dOCLCQ$dUAB$dOCLCQ$dOCLCO$dOCLCA$dERL$dGILDS$dOCLCQ$dAU@$dOCLCQ$dOCLCO$dUKMGB$dOCLCO$dWYU$dOCLCA$dYDX$dTYFRS$dLEAUB$dUKAHL$dOCLCF$dOCLCO$dNLW$dOCLCO$dOCLCQ$dEYM$dINARC$dOCLCO$dOCLCQ$dOCLCO
015 $aGBB7A9669$2bnb
016 7 $a018392269$2Uk
019 $a425962444$a741350963$a816619477$a1031047237$a1065697769$a1178535395
020 $a9781420059458$q(electronic bk.)
020 $a1420059459$q(electronic bk.)
020 $a1282902237
020 $a9781282902237
020 $z9781420059403$q(hardcover ;$qalk. paper)
020 $z1420059408$q(hardcover ;$qalk. paper)
035 $a(OCoLC)669513049$z(OCoLC)425962444$z(OCoLC)741350963$z(OCoLC)816619477$z(OCoLC)1031047237$z(OCoLC)1065697769$z(OCoLC)1178535395
037 $aTANDF_184318$bIngram Content Group
050 4 $aQA76.9.D343$bT393 2009eb
060 4 $aQA 76.9.D343
072 7 $aCOM$x021030$2bisacsh
072 7 $aUXAM$2bicssc
082 04 $a006.3/12$222
049 $aZCUA
245 00 $aText mining :$bclassification, clustering, and applications /$cAshok Srivastava, Mehran Sahami.
260 $aBoca Raton, FL :$bCRC Press,$c2009.
300 $a1 online resource (xxx, 290 pages) :$billustrations
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
490 1 $aChapman & Hall/CRC data mining and knowledge discovery series
504 $aIncludes bibliographical references (page 275) and index.
505 0 $aAnalysis of text patterns using kernel methods / Marco Turchi, Alessia Mammone, Nello Cristianini -- Detection of bias in media outlets with statistical learning methods / Blaz Fortuna, Carolina Galleguillos, Nello Cristianini -- Collective classification for text classification / Galileo Namata [and others] -- Topic models / David M. Blei, John D. Lafferty -- Nonnegative matrix and tensor factorization for discussion tracking / Brett W. Bader, Michael W. Berry, Amy N. Langville -- Text clustering with mixture of von Mises-Fisher distributions / Arindam Banerjee [and others] -- Constrained partitional clustering of text data: an overview / Sugato Basu, Ian Davidson -- Adaptive information filtering / Yi Zhang -- Utility-based information distillation / Yiming Yang, Abhimanyu Lad -- Text search-enhanced with types and entities / Soumen Chakrabarti [and others].
520 $aAn extension of data mining, text mining involves the extraction of information and knowledge from unstructured text. This constantly evolving field is increasingly used by major corporations, such as Google, Yahoo, and Microsoft. Featuring contributions from leading researchers in the field, this book provides a detailed overview of text mining theory, applications, and visualization. The theory section discusses text mining, information retrieval, latent semantic analysis, pagerank, latent Dirichlet allocation, and probabilistic relational models. In the section on text mining applications.
588 0 $aPrint version record.
650 0 $aData mining$xStatistical methods.
650 0 $aData mining.
650 0 $aStatistics.
650 2 $aData Mining
650 2 $aStatistics as Topic
650 6 $aExploration de données (Informatique)
650 6 $aStatistiques.
650 7 $aCOMPUTERS$xDatabase Management$xData Mining.$2bisacsh
650 7 $aData mining$xStatistical methods.$2fast$0(OCoLC)fst02007323
650 7 $aText Mining$2gnd
650 7 $aData mining$xstatistiska metoder.$2sao
655 4 $aElectronic books.
655 7 $aAufsatzsammlung.$2swd
700 1 $aSrivastava, Ashok N.$q(Ashok Narain),$d1969-
700 1 $aSahami, Mehran.
776 08 $iPrint version:$tText mining.$dBoca Raton, FL : CRC Press, 2009$z9781420059403$w(DLC) 2009013047$w(OCoLC)144226505
830 0 $aChapman & Hall/CRC data mining and knowledge discovery series.
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15080460$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS