MARC Record from marc_columbia

LEADER: 04441cam a2200781Ii 4500
001 15105445
005 20220514232709.0
006 m o d
007 cr cnu|||unuuu
008 150423s2015 flua ob 001 0 eng d
010 $a 2015460933
035 $a(OCoLC)ocn907924065
035 $a(NNC)15105445
040 $aN$T$beng$erda$epn$cN$T$dN$T$dIDEBK$dUIU$dE7B$dCRCPR$dCDX$dEBLCP$dDEBSZ$dWAU$dYDXCP$dVLB$dCOO$dOTZ$dOCLCQ$dUAB$dOCLCF$dOCLCQ$dU3W$dUKMGB$dWYU$dS9I$dYDX$dOCLCQ$dTYFRS$dLEAUB$dAU@$dOCLCQ$dUKAHL$dOCLCQ$dUHL$dOCLCQ$dVT2$dSFB$dOCLCO
016 7 $a017367732$2Uk
019 $a908079876$a1066625635$a1152982417$a1175716044
020 $a9781466584068$q(electronic bk.)
020 $a1466584068$q(electronic bk.)
020 $a9781498760195
020 $a1498760198
020 $z9781466584051
020 $z146658405X
020 $a0429102321
020 $a9780429102325
024 7 $a10.1201/b18384$2doi
035 $a(OCoLC)907924065$z(OCoLC)908079876$z(OCoLC)1066625635$z(OCoLC)1152982417$z(OCoLC)1175716044
050 4 $aTS192$b.P37 2015eb
072 7 $aBUS$x093000$2bisacsh
072 7 $aBUS$x042000$2bisacsh
072 7 $aBUS$x085000$2bisacsh
082 04 $a658.2/020285$223
049 $aZCUA
100 1 $aPascual, Diego Galar,$eauthor.
245 10 $aArtificial intelligence tools :$bdecision support systems in condition monitoring and diagnosis /$cDiego Galar Pascual.
264 1 $aBoca Raton, FL :$bCRC Press, Taylor & Francis Group,$c[2015]
300 $a1 online resource :$billustrations
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
347 $adata file$2rda
588 0 $aOnline resource; title from PDF title page (Ebsco, viewed April 27, 2015).
504 $aIncludes bibliographical references and index.
505 0 $a1. Massive field data collection : issues and challenges -- 2. Condition monitoring : available techniques -- 3. Challenges of condition monitoring using AI techniques -- 4. Input and output data -- 5. Two-stage response surface approaches to modeling drug interaction -- 6. Nearest neighbor-based techniques -- 7. Cluster-based techniques -- 8. Statistical techniques -- 9. Information theory-based techniques -- 10. Uncertainty management.
520 $aArtificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis discusses various white- and black-box approaches to fault diagnosis in condition monitoring (CM). This indispensable resource:Addresses nearest-neighbor-based, clustering-based, statistical, and information theory-based techniquesConsiders the merits of each technique as well as the issues associated with real-life applicationCovers classification methods, from neural networks to Bayesian and support vector machinesProposes fuzzy logic to explain the uncertainties associated with diagnostic processes.
546 $aEnglish.
650 0 $aMaintenance$xManagement$xData processing.
650 0 $aService life (Engineering)
650 0 $aIndustrial equipment$xMaintenance and repair$xData processing.
650 0 $aMachinery$xMonitoring.
650 0 $aArtificial intelligence$xIndustrial applications.
650 6 $aEntretien$xGestion$xInformatique.
650 6 $aDurée de vie (Ingénierie)
650 6 $aEntreprises$xÉquipement$xEntretien et réparations$xInformatique.
650 6 $aMachines$xSurveillance.
650 6 $aIntelligence artificielle$xApplications industrielles.
650 7 $adurability.$2aat
650 7 $aBUSINESS & ECONOMICS$xFacility Management.$2bisacsh
650 7 $aBUSINESS & ECONOMICS$xManagement Science.$2bisacsh
650 7 $aBUSINESS & ECONOMICS$xOrganizational Behavior.$2bisacsh
650 7 $aArtificial intelligence$xIndustrial applications.$2fast$0(OCoLC)fst00817262
650 7 $aIndustrial equipment$xMaintenance and repair$xData processing.$2fast$0(OCoLC)fst00971049
650 7 $aMachinery$xMonitoring.$2fast$0(OCoLC)fst01004993
650 7 $aService life (Engineering)$2fast$0(OCoLC)fst01113491
655 0 $aElectronic books.
655 4 $aElectronic books.
776 08 $iPrint version:$aPascual, Diego Galar.$tArtificial intelligence tools.$dBoca Raton, FL : CRC Press, ©2015$z146658405X$w(OCoLC)881440915
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15105445$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS