000			03307nam a22005535i 4500
001			u376693
003			SIRSI
005			20160812084426.0
007			cr nn 008mamaa
008			110817s2011 gw | s |||| 0|eng d
020			_a9783642237836 _9978-3-642-23783-6
040			_cMX-MeUAM
050		4	_aQ334-342
050		4	_aTJ210.2-211.495
082	0	4	_a006.3 _223
100	1		_aGunopulos, Dimitrios. _eeditor.
245	1	0	_aMachine Learning and Knowledge Discovery in Databases _h[recurso electrónico] : _bEuropean Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II / _cedited by Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2011.
300			_aXXII, 681p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Computer Science, _x0302-9743 ; _v6912
520			_aThis three-volume set LNAI 6911, LNAI 6912, and LNAI 6913 constitutes the refereed proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2011, held in Athens, Greece, in September 2011. The 121 revised full papers presented together with 10 invited talks and 11 demos in the three volumes, were carefully reviewed and selected from about 600 paper submissions. The papers address all areas related to machine learning and knowledge discovery in databases as well as other innovative application domains such as supervised and unsupervised learning with some innovative contributions in fundamental issues; dimensionality reduction, distance and similarity learning, model learning and matrix/tensor analysis; graph mining, graphical models, hidden markov models, kernel methods, active and ensemble learning, semi-supervised and transductive learning, mining sparse representations, model learning, inductive logic programming, and statistical learning. a significant part of the papers covers novel and timely applications of data mining and machine learning in industrial domains.
650		0	_aComputer science.
650		0	_aComputer software.
650		0	_aDatabase management.
650		0	_aInformation storage and retrieval systems.
650		0	_aArtificial intelligence.
650	1	4	_aComputer Science.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aDatabase Management.
650	2	4	_aInformation Storage and Retrieval.
650	2	4	_aMathematical Logic and Formal Languages.
650	2	4	_aAlgorithm Analysis and Problem Complexity.
650	2	4	_aProbability and Statistics in Computer Science.
700	1		_aHofmann, Thomas. _eeditor.
700	1		_aMalerba, Donato. _eeditor.
700	1		_aVazirgiannis, Michalis. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642237829
830		0	_aLecture Notes in Computer Science, _x0302-9743 ; _v6912
856	4	0	_zLibro electrónico _uhttp://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-3-642-23783-6
596			_a19
942			_cLIBRO_ELEC
999			_c204573 _d204573