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9783642260773: Applications of Supervised and Unsupervised Ensemble Methods

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ISBN 10 : 3642260772 ISBN 13 : 9783642260773

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Expanding upon presentations at last year’s SUEMA (Supervised and Unsupervised Ensemble Methods and Applications) meeting, this volume explores recent developments in the field. Useful examples act as a guide for practitioners in computational intelligence.

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�diteurSpringer
Date d'�dition2012
ISBN 10 3642260772
ISBN 13 9783642260773
ReliureBroch�
Langueanglais
Nombre de pages292
�diteurOkun Oleg
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Applications of Supervised and Unsupervised Ensemble Methods

Okun, Oleg

Edit� par Springer Berlin Heidelberg, 2012

ISBN 10 : 3642260772 ISBN 13 : 9783642260773

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents recent developments of Supervised and Unsupervised Ensemble Methods and Their ApplicationsExtended contributions from SUEMA 2008 workshop and moreAn Ensemble Pruning Primer.- Evade Hard Multiple Classifier Systems.- A Personal Ant. N� de r�f. du vendeur 5054152

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Applications of Supervised and Unsupervised Ensemble Methods

Oleg Okun

Edit� par Springer Berlin Heidelberg, 2012

ISBN 10 : 3642260772 ISBN 13 : 9783642260773

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This 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. N� de r�f. du vendeur 9783642260773

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Applications of Supervised and Unsupervised Ensemble Methods

Oleg Okun

Edit� par Springer Berlin Heidelberg Mrz 2012, 2012

ISBN 10 : 3642260772 ISBN 13 : 9783642260773

Neuf Taschenbuch

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Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This 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. 292 pp. Englisch. N� de r�f. du vendeur 9783642260773

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Applications of Supervised and Unsupervised Ensemble Methods

Oleg Okun

Edit� par Springer Berlin Heidelberg, Springer Berlin Heidelberg M�r 2012, 2012

ISBN 10 : 3642260772 ISBN 13 : 9783642260773

Neuf Taschenbuch

Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Taschenbuch. Etat : Neu. Neuware -This book contains the extended papers presented at the 2nd Workshop on Supervised and Unsupervised Ensemble Methods and their Applications (SUEMA)heldon21�22July,2008inPatras,Greece,inconjunctionwiththe 18thEuropeanConferenceon Arti cial Intelligence(ECAI 2008). This wo- shop 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 - pers in the edited book �Supervised and Unsupervised Ensemble Methods and their Applications�, published by Springer-Verlag in Studies in Com- tational Intelligence Series in volume 126, encouraged us to continue a good tradition. The scope of both SUEMA workshops (hence, the book as well) is the application of theoretical ideas in the eld of ensembles of classi cation and clusteringalgorithmstoreal/lifeproblemsinscienceandindustry. Ensembles, which represent a number of algorithms whose class or cluster membership predictions are combined together to produce a single outcome value, have alreadyprovedto be a viable alternativeto a single best algorithmin various practical tasks under di erent scenarios, from bioinformatics to biometrics, from medicine to network security. The ensemble approach is caused to life by the famous �no free lunch� theorem, stating that there is no absolutely best algorithm to solve all problems. Although ensembles cannot be cons- ered as absolute remedy of a single algorithm de ciency, it is widely believed thatensemblesprovideabetteranswert�nofreelunch�theoremthanas- glebestalgorithm. Statistical,algorithmical,representational,computational and practical reasons can explain the success of ensemble methods.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 292 pp. Englisch. N� de r�f. du vendeur 9783642260773

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