000 02595nam a22004455i 4500
001 978-3-642-19721-5
003 DE-He213
005 20140220083757.0
007 cr nn 008mamaa
008 110310s2011 gw | s |||| 0|eng d
020 _a9783642197215
_9978-3-642-19721-5
024 7 _a10.1007/978-3-642-19721-5
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aGorunescu, Florin.
_eauthor.
245 1 0 _aData Mining
_h[electronic resource] :
_bConcepts, Models and Techniques /
_cby Florin Gorunescu.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2011.
300 _aXII, 360 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 ;
_v12
505 0 _aIntroduction to Data Mining -- The ”data-mine” -- Exploratory data analysis -- Classification and decision trees -- Data mining techniques and models -- Classification performance evaluation.
520 _aThe knowledge discovery process is as old as Homo sapiens. Until some time ago this process was solely based on the ‘natural personal' computer provided by Mother Nature. Fortunately, in recent decades the problem has begun to be solved based on the development of the Data mining technology, aided by the huge computational power of the 'artificial' computers. Digging intelligently in different large databases, data mining aims to extract implicit, previously unknown and potentially useful information from data, since “knowledge is power”. The goal of this book is to provide, in a friendly way, both theoretical concepts and, especially, practical techniques of this exciting field, ready to be applied in real-world situations. Accordingly, it is meant for all those who wish to learn how to explore and analysis of large quantities of data in order to discover the hidden nugget of information.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642197208
830 0 _aIntelligent Systems Reference Library,
_x1868-4394 ;
_v12
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-19721-5
912 _aZDB-2-ENG
999 _c107625
_d107625