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001 978-3-642-31830-6
003 DE-He213
005 20140220083323.0
007 cr nn 008mamaa
008 120626s2012 gw | s |||| 0|eng d
020 _a9783642318306
_9978-3-642-31830-6
024 7 _a10.1007/978-3-642-31830-6
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aBerthold, Michael R.
_eeditor.
245 1 0 _aBisociative Knowledge Discovery
_h[electronic resource] :
_bAn Introduction to Concept, Algorithms, Tools, and Applications /
_cedited by Michael R. Berthold.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2012.
300 _aIX, 485 p. 146 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v7250
520 _aModern knowledge discovery methods enable users to discover complex patterns of various types in large information repositories. However, the underlying assumption has always been that the data to which the methods are applied originates from one domain.   The focus of this book, and the BISON project from which the contributions originate, is a network-based integration of various types of data repositories and the development of new ways to analyse and explore the resulting gigantic information networks. Instead of seeking well-defined global or local patterns, the aim was to find domain-bridging associations. These are particularly interesting if they are sparse and have not been encountered before.   The 32 contributions presented in this state-of-the-art survey, together with a detailed introduction to the book, are organized in topical sections on bisociation; representation and network creation; network analysis; exploration; and applications and evaluation.  
650 0 _aComputer science.
650 0 _aComputer Communication Networks.
650 0 _aData mining.
650 0 _aArtificial intelligence.
650 0 _aOptical pattern recognition.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aInformation Systems Applications (incl. Internet).
650 2 4 _aUser Interfaces and Human Computer Interaction.
650 2 4 _aPattern Recognition.
650 2 4 _aComputer Communication Networks.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642318290
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v7250
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-31830-6
912 _aZDB-2-SCS
912 _aZDB-2-LNC
999 _c103418
_d103418