Record ID | marc_columbia/Columbia-extract-20221130-031.mrc:61450736:5949 |
Source | marc_columbia |
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LEADER: 05949cam a2200697 a 4500
001 15075405
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020 $a9781420085877$q(electronic bk.)
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020 $a9781420085860$q(hardcover ;$qalk. paper)
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245 00 $aNext generation of data mining /$cedited by Hillol Kargupta [and others].
260 $aBoca Raton, Fla. :$bCRC Press,$c©2009.
300 $a1 online resource (xxiv, 605 pages) [8] pages of plates :$billustrations (some color), maps (some color)
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
490 1 $aChapman & Hall/CRC data mining and knowledge discovery series
500 $a"A Chapman & Hall book."
504 $aIncludes bibliographical references and index.
505 00 $tResearch challenges for data mining in science and engineering /$rJiawei Han and Jing Gao --$tDetecting ecosystem disturbances and land cover change using data mining /$rShyam Boriah [and others] --$tEfficient data-mining methods enabling genome-wide computing /$rWei Wang [and others] --$tMining frequent approximate sequential patterns /$rFeida Zhu [and others] --$tScientific data mining in astronomy /$rKirk D. Borne --$tThoughts on human emotions, breakthroughs in communication, and the next generation of data mining /$rHillol Kargupta --$tResearch challenges in ubiquitous knowledge discovery /$rMichael May [and others] --$tHigh-performance distributed data mining /$rSanchit Misra [and others] --$tUser-centered biological information location by combining user profiles and domain knowledge /$rJeffrey E. Stone, Xindong Wu, and Marc Greenblatt --$tIssues and challenges in learning from data streams /$rJoāo Gama --$tService-oriented architectures for distributed and mobile knowledge discovery /$rDomenico Talia and Paolo Trunfio --$tDiscovering emergent behavior from network packet data : lessons from the Angle project /$rRobert L. Grossman [and others] --$tArchitecture conscious data mining : current progress and future outlook /$rSrinivasan Parthasarathy [and others] --$tWeb 2.0 mining : analyzing social media /$rAnupam Joshi [and others] --$tSearching for "familiar strangers" on blogosphere /$rNitin Agarwal [and others] --$tToward semantics-enabled infrastructure for knowledge acquisition from distributed data /$rVasant Honavar and Doina Caragea --$tNonnegative matrix factorization for document classification /$rAmy N. Langville and Michael W. Berry --$tIs privacy still an issue for data mining? /$rChris Clifton [and others] --$tAnalysis of social networks and group dynamics from electronic communication /$rNishith Pathak [and others] --$tChallenges for dynamic heterogeneous networks in observational sciences /$rLisa Singh --$tPrivacy-preserving data analysis on graphs and social networks /$rKun Liu [and others] --$tRisk mining as new trends in hospital management /$rShusaku Tsumoto and Shoji Hirano --$tChallenges for information discovery on electronic medical records /$rVagelis Hristidis [and others] --$tMarket-based profile infrastructure : giving back to the user /$rOlfa Nasraoui and Maha Soliman --$tChallenges in mining financial data /$rJames E. Gentle --$tSpatial and spatiotemporal data mining : recent advances /$rShashi Shekhar, Ranga Raju Vatsavai, and Mete Celik.
520 $aDrawn from the US National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), this work explores technologies and applications in data mining as well as potential challenges faced by the field.
650 0 $aData mining.
650 2 $aData Mining
650 6 $aExploration de données (Informatique)
650 7 $aCOMPUTERS$xDesktop Applications$xDatabases.$2bisacsh
650 7 $aCOMPUTERS$xDatabase Management$xGeneral.$2bisacsh
650 7 $aCOMPUTERS$xSystem Administration$xStorage & Retrieval.$2bisacsh
650 7 $aData mining.$2fast$0(OCoLC)fst00887946
650 7 $aData mining.$2sao
650 7 $aDatabashanteringssystem.$2sao
655 4 $aElectronic books.
700 1 $aKargupta, Hillol,$d1967-
776 08 $iPrint version.$tNext generation of data mining.$dBoca Raton : CRC Press, ©2009$z9781420085860$w(DLC) 2008049370$w(OCoLC)276140228
830 0 $aChapman & Hall/CRC data mining and knowledge discovery series.
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15075405$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS