000 02754nam a22004815i 4500
001 978-3-642-23241-1
003 DE-He213
005 20140220083301.0
007 cr nn 008mamaa
008 111108s2012 gw | s |||| 0|eng d
020 _a9783642232411
_9978-3-642-23241-1
024 7 _a10.1007/978-3-642-23241-1
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aHolmes, Dawn E.
_eeditor.
245 1 0 _aData Mining: Foundations and Intelligent Paradigms
_h[electronic resource] :
_bVolume 2: Statistical, Bayesian, Time Series and other Theoretical Aspects /
_cedited by Dawn E. Holmes, Lakhmi C. Jain.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2012.
300 _aXIV, 250 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aIntelligent Systems Reference Library,
_x1868-4394 ;
_v24
505 0 _aFrom the content: Data Mining with Multilayer Perceptrons and Support Vector Machines -- Regulatory Networks under Ellipsoidal Uncertainty - Data Analysis and Prediction by Optimization Theory and Dynamical Systems -- A Visual Environment for Designing and Running Data Mining Workflows in the Knowledge Grid -- Formal framework for the Study of Algorithmic Properties of Objective Interestingness Measures -- Nonnegative Matrix Factorization: Models, Algorithms and Applications -- Visual Data Mining and Discovery with Binarized Vectors.
520 _aData mining is one of the most rapidly growing research areas in computer science and statistics. In Volume 2 of this three volume series, we have brought together contributions from some of the most prestigious researchers in theoretical data mining. Each of the chapters is self contained. Statisticians and applied scientists/ engineers will find this volume valuable. Additionally, it provides a sourcebook for graduate students interested in the current direction of research in data mining.
650 0 _aEngineering.
650 0 _aMedical records
_xData processing.
650 0 _aArtificial intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aHealth Informatics.
700 1 _aJain, Lakhmi C.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642232404
830 0 _aIntelligent Systems Reference Library,
_x1868-4394 ;
_v24
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-23241-1
912 _aZDB-2-ENG
999 _c102144
_d102144