000			02952nam a22005175i 4500
001			978-3-642-35230-0
003			DE-He213
005			20200421111842.0
007			cr nn 008mamaa
008			121214s2013 gw | s |||| 0|eng d
020			_a9783642352300 _9978-3-642-35230-0
024	7		_a10.1007/978-3-642-35230-0 _2doi
050		4	_aQ342
072		7	_aUYQ _2bicssc
072		7	_aCOM004000 _2bisacsh
082	0	4	_a006.3 _223
245	1	0	_aAdvances in Self-Organizing Maps _h[electronic resource] : _b9th International Workshop, WSOM 2012 Santiago, Chile, December 12-14, 2012 Proceedings / _cedited by Pablo A. Est�evez, Jos�e C. Pr�incipe, Pablo Zegers.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2013.
300			_aXIV, 364 p. 133 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aAdvances in Intelligent Systems and Computing, _x2194-5357 ; _v198
505	0		_aNonlinear Analysis and Time Series -- Text Mining and Language Processing -- Applications of Data Mining and Analysis.
520			_aSelf-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more than 10,000 works have been based on SOMs. SOMs are unsupervised neural networks useful for clustering and visualization purposes. Many SOM applications have been developed in engineering and science, and other fields. This book contains refereed papers presented at the 9th Workshop on Self-Organizing Maps (WSOM 2012) held at the Universidad de Chile, Santiago, Chile, on December 12-14, 2012. The workshop brought together researchers and practitioners in the field of self-organizing systems. Among the book chapters there are excellent examples of the use of SOMs in agriculture, computer science, data visualization, health systems, economics, engineering, social sciences, text and image analysis, and time series analysis. Other chapters present the latest theoretical work on SOMs as well as Learning Vector Quantization (LVQ) methods.
650		0	_aEngineering.
650		0	_aArtificial intelligence.
650		0	_aComputational intelligence.
650		0	_aComplexity, Computational.
650	1	4	_aEngineering.
650	2	4	_aComputational Intelligence.
650	2	4	_aComplexity.
650	2	4	_aArtificial Intelligence (incl. Robotics).
700	1		_aEst�evez, Pablo A. _eeditor.
700	1		_aPr�incipe, Jos�e C. _eeditor.
700	1		_aZegers, Pablo. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642352294
830		0	_aAdvances in Intelligent Systems and Computing, _x2194-5357 ; _v198
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-35230-0
912			_aZDB-2-ENG
942			_cEBK
999			_c55629 _d55629