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008 141211s2015 ii | s |||| 0|eng d
020 _a9788132222026
_9978-81-322-2202-6
024 7 _a10.1007/978-81-322-2202-6
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aComputational Intelligence in Data Mining - Volume 3
_h[electronic resource] :
_bProceedings of the International Conference on CIDM, 20-21 December 2014 /
_cedited by Lakhmi C. Jain, Himansu Sekhar Behera, Jyotsna Kumar Mandal, Durga Prasad Mohapatra.
264 1 _aNew Delhi :
_bSpringer India :
_bImprint: Springer,
_c2015.
300 _aXXVIII, 717 p. 254 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSmart Innovation, Systems and Technologies,
_x2190-3018 ;
_v33
505 0 _aAbout the Conference -- Acknowledgement -- Conference Committee -- Editor's Biography -- Preface -- Chapters -- Author Index.
520 _aThe contributed volume aims to explicate and address the difficulties and challenges for the seamless integration of two core disciplines of computer science, i.e., computational intelligence and data mining. Data Mining aims at the automatic discovery of underlying non-trivial knowledge from datasets by applying intelligent analysis techniques. The interest in this research area has experienced a considerable growth in the last years due to two key factors: (a) knowledge hidden in organizations' databases can be exploited to improve strategic and managerial decision-making; (b) the large volume of data managed by organizations makes it impossible to carry out a manual analysis. The book addresses different methods and techniques of integration for enhancing the overall goal of data mining. The book helps to disseminate the knowledge about some innovative, active research directions in the field of data mining, machine and computational intelligence, along with some current issues and applications of related topics.
650 0 _aEngineering.
650 0 _aData mining.
650 0 _aComputers.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aComputing Methodologies.
700 1 _aJain, Lakhmi C.
_eeditor.
700 1 _aBehera, Himansu Sekhar.
_eeditor.
700 1 _aMandal, Jyotsna Kumar.
_eeditor.
700 1 _aMohapatra, Durga Prasad.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9788132222019
830 0 _aSmart Innovation, Systems and Technologies,
_x2190-3018 ;
_v33
856 4 0 _uhttp://dx.doi.org/10.1007/978-81-322-2202-6
912 _aZDB-2-ENG
942 _cEBK
999 _c56194
_d56194