000			03737cam a22005055i 4500
001			7915667
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005			20210827151557.0
006			m d
007			cr n
008			090716s2009 gw | s |||| 0|eng d
020			_a9783642260773
024	7		_a10.1007/978-3-642-03999-7 _2doi
035			_a(WaSeSS)ssj0000316259
038			_akhadija
040			_dWaSeSS _c.
050		4	_aTA329-348
050		4	_aTA640-643
072		7	_aTBJ _2bicssc
072		7	_aMAT003000 _2bisacsh
082	0	4	_a006.3 _223 _bAPP
100	1		_aOkun, Oleg. _eeditor. _981800
210	1	0	_aApplications of Supervised and Unsupervised Ensemble Methods
245	1	0	_aApplications of Supervised and Unsupervised Ensemble Methods / _cedited by Oleg Okun, Giorgio Valentini.
490	1		_aStudies in Computational Intelligence, _x1860-949X ; _v245
505	0		_aAn Ensemble Pruning Primer -- Evade Hard Multiple Classifier Systems -- A Personal Antispam System Based on a Behaviour-Knowledge Space Approach -- Weighted Decoding ECOC for Facial Action Unit Classification -- Prediction of Gene Function Using Ensembles of SVMs and Heterogeneous Data Sources -- Partitioner Trees for Classification: a New Ensemble Method -- Disturbing Neighbors Diversity for Decision Forests -- Improving Supervised Learning with Multiple Clusterings -- The Neighbors Voting Algorithm and Its Applications -- Clustering Ensembles with Active Constraints -- Verifiable Ensembles of Low-Dimensional Submodels for Multi-Class Problems with Imbalanced Misclassification Costs -- Independent Data Model Selection for Ensemble Dispersion Forecasting -- Integrating Liknon Feature Selection and Committee Training -- Evaluating Hybrid Ensembles for Intelligent Decision Support for Intensive Care.
506			_aLicense restrictions may limit access.
520			_aThis book contains the extended papers presented at the 2nd Workshop on Supervised and Unsupervised Ensemble Methods and their Applications (SUEMA) held on 21-22 July, 2008 in Patras, Greece, in conjunction with the 18th European Conference on Artificial Intelligence (ECAI'2008). This workshop was a successor of the smaller event held in 2007 in conjunction with 3rd Iberian Conference on Pattern Recognition and Image Analysis, Girona, Spain. The success of that event as well as the publication of workshop papers in the edited book "Supervised and Unsupervised Ensemble Methods and their Applications", published by Springer-Verlag in Studies in Computational Intelligence Series in volume 126, encouraged us to continue a good tradition. The purpose of this book is to support practitioners in various branches of science and technology to adopt the ensemble approach for their daily research work. We hope that fourteen chapters composing the book will be a good guide in the sea of numerous opportunities for ensemble methods.
563			_apaperback
650		0	_aEngineering.
650		0	_aArtificial intelligence. _918060
650		0	_aEngineering mathematics. _92310
650	1	4	_aEngineering. _981801
650	2	4	_aAppl.Mathematics/Computational Methods of Engineering. _981802
650	2	4	_aArtificial Intelligence (incl. Robotics). _981803
700	1		_aValentini, Giorgio. _eeditor. _981804
710	2		_aSpringerLink (Online service) _981564
773	0		_tSpringer eBooks
773		0	_tSpringerLink ebooks - Engineering (2009)
776	0	8	_iPrinted edition: _z9783642039980
830		0	_aStudies in Computational Intelligence, _v245 _981268
856	4	0	_uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio7915667 _zFull text available from SpringerLink ebooks - Engineering (2009)
910			_aVendor-generated brief record
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999			_c32910 _d32910