000			03041nam a22005775i 4500
001			978-3-540-32404-1
003			DE-He213
005			20161121231023.0
007			cr nn 008mamaa
008			100806s2005 gw | s |||| 0|eng d
020			_a9783540324041 _9978-3-540-32404-1
024	7		_a10.1007/b98152 _2doi
050		4	_aTA329-348
050		4	_aTA640-643
072		7	_aTBJ _2bicssc
072		7	_aMAT003000 _2bisacsh
082	0	4	_a519 _223
245	1	0	_aClassification and Clustering for Knowledge Discovery _h[electronic resource] / _cedited by Saman K. Halgamuge, Lipo Wang.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2005.
300			_aXII, 356 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aStudies in Computational Intelligence, _x1860-949X ; _v4
520			_aKnowledge Discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in unsupervised and supervised data analysis methods in Computational Intelligence for knowledge discovery. In its first part the book provides a collection of recent research on distributed clustering, self organizing maps and their recent extensions. If labeled data or data with known associations are available, we may be able to use supervised data analysis methods, such as classifying neural networks, fuzzy rule-based classifiers, and decision trees. Therefore this book presents a collection of important methods of supervised data analysis. "Classification and Clustering for Knowledge Discovery" also includes variety of applications of knowledge discovery in health, safety, commerce, mechatronics, sensor networks, and telecommunications.
650		0	_aEngineering.
650		0	_aOperations research.
650		0	_aDecision making.
650		0	_aArtificial intelligence.
650		0	_aComputer graphics.
650		0	_aComputer-aided engineering.
650		0	_aApplied mathematics.
650		0	_aEngineering mathematics.
650	1	4	_aEngineering.
650	2	4	_aAppl.Mathematics/Computational Methods of Engineering.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aComputer Imaging, Vision, Pattern Recognition and Graphics.
650	2	4	_aComputer-Aided Engineering (CAD, CAE) and Design.
650	2	4	_aApplications of Mathematics.
650	2	4	_aOperation Research/Decision Theory.
700	1		_aHalgamuge, Saman K. _eeditor.
700	1		_aWang, Lipo. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783540260738
830		0	_aStudies in Computational Intelligence, _x1860-949X ; _v4
856	4	0	_uhttp://dx.doi.org/10.1007/b98152
912			_aZDB-2-ENG
950			_aEngineering (Springer-11647)
999			_c507385 _d507385