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010   $a3-540-36282-7
024 7 $a10.1007/3-540-36282-7
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035   $a(DE-He213)978-3-540-36282-1
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035   $a(PPN)155196146
035   $a(EXLCZ)991000000000016792
100   $a20121227d2003      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt
182   $cc
183   $acr
200 10$aData Mining on Multimedia Data /$fby Petra Perner
205   $a1st ed. 2003.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2003.
215   $a1 online resource (X, 138 p.)
225 1 $aLecture Notes in Computer Science,$x0302-9743 ;$v2558
300   $aBibliographic Level Mode of Issuance: Monograph
311   $a3-540-00317-7 
320   $aIncludes bibliographical references and index.
327   $aData Preparation -- Methods for Data Mining -- Applications -- Conclusion.
330   $aDespite being a young field of research and development, data mining has proved to be a successful approach to extracting knowledge from huge collections of structured digital data collection as usually stored in databases. Whereas data mining was done in early days primarily on numerical data, nowadays multimedia and Internet applications drive the need to develop data mining methods and techniques that can work on all kinds of data such as documents, images, and signals. This book introduces the basic concepts of mining multimedia data and demonstrates how to apply these methods in various application fields. It is written for students, ambitioned professionals from industry and medicine, and for scientists who want to contribute R&D work to the field or apply this new technology.
410  0$aLecture Notes in Computer Science,$x0302-9743 ;$v2558
606   $aData structures (Computer science)
606   $aDatabase management
606   $aMultimedia information systems
606   $aArtificial intelligence
606   $aOptical data processing
606   $aInformation technology
606   $aBusiness?Data processing
606   $aData Structures and Information Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/I15009
606   $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024
606   $aMultimedia Information Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I18059
606   $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000
606   $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021
606   $aIT in Business$3https://scigraph.springernature.com/ontologies/product-market-codes/522000
615  0$aData structures (Computer science).
615  0$aDatabase management.
615  0$aMultimedia information systems.
615  0$aArtificial intelligence.
615  0$aOptical data processing.
615  0$aInformation technology.
615  0$aBusiness?Data processing.
615 14$aData Structures and Information Theory.
615 24$aDatabase Management.
615 24$aMultimedia Information Systems.
615 24$aArtificial Intelligence.
615 24$aImage Processing and Computer Vision.
615 24$aIT in Business.
676   $a006.3
700   $aPerner$b Petra$4aut$4http://id.loc.gov/vocabulary/relators/aut$0564935
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910145912403321
996   $aData mining on multimedia data$9954148
997   $aUNINA