Supervised and Unsupervised Ensemble Methods and their Applications - Couverture souple

9783642097768: Supervised and Unsupervised Ensemble Methods and their Applications

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ISBN 10 : 3642097766 ISBN 13 : 9783642097768

Editeur : Springer, 2010

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This book results from the workshop on Supervised and Unsupervised Ensemble Methods and their Applications (briefly, SUEMA) in June 2007 in Girona, Spain. This workshop was held alongside the 3rd Iberian Conference on Pattern Recognition and Image Analysis.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Springer
Date d'�dition: 2010
Langue: anglais
ISBN 10: 3642097766
ISBN 13: 9783642097768
Reliure: Broch�
Nombre de pages: 196
�diteur: Okun Oleg
Coordonn�es du fabricant: GPSR Kontakt
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Supervised and Unsupervised Ensemble Methods and their Applications (eng)

Okun, Oleg

Edit� par Springer, 2010

ISBN 10 : 3642097766 ISBN 13 : 9783642097768

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Supervised and Unsupervised Ensemble Methods and their Applications

Oleg Okun

Edit� par Springer Berlin Heidelberg Okt 2010, 2010

ISBN 10 : 3642097766 ISBN 13 : 9783642097768

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book was inspired by the last argument and resulted from the workshop on Supervised and Unsupervised Ensemble Methods and their Applications (briefly, SUEMA) organized on June 4, 2007 in Girona, Spain. This workshop was held in conjunction with the 3rd Iberian Conference on Pattern Recognition and Image Analysis and was intended to encompass the progress in the ensemble applications made by the Iberian and international scholars. Despite its small format, SUEMA attracted researchers from Spain, Portugal, France, USA, Italy, and Finland, who presented interesting ideas about using the ensembles in various practical cases. Encouraged by this enthusiastic reply, we decided to publish workshop papers in an edited book, since CD proceedings were the only media distributed among the workshop participants at that time. The book includes nine chapters divided into two parts, assembling contributions to the applications of supervised and unsupervised ensembles.The book is intended to be primarily a reference work. It could be a good complement to two excellent books on ensemble methodology - 'Combining pattern classifiers: methods and algorithms' by Ludmila Kuncheva (John Wiley & Sons, 2004) and 'Decomposition methodology for knowledge discovery and data mining: theory and applications' by Oded Maimon and Lior Rokach (World Scientific, 2005). 196 pp. Englisch. N� de r�f. du vendeur 9783642097768

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Supervised and Unsupervised Ensemble Methods and their Applications

Okun, Oleg

Edit� par Springer Berlin Heidelberg, 2010

ISBN 10 : 3642097766 ISBN 13 : 9783642097768

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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 2007 workshop and moreEnsembles of Clustering Methods and Their Applications.- Cluster Ensemble Methods: f. N� de r�f. du vendeur 5048772

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Supervised and Unsupervised Ensemble Methods and Their Applications

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Supervised and Unsupervised Ensemble Methods and Their Applications

Okun Oleg

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ISBN 10 : 3642097766 ISBN 13 : 9783642097768

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Supervised and Unsupervised Ensemble Methods and their Applications

Oleg Okun

Edit� par Springer, 2010

ISBN 10 : 3642097766 ISBN 13 : 9783642097768

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Supervised and Unsupervised Ensemble Methods and their Applications

Oleg Okun

Edit� par Springer, Springer Okt 2010, 2010

ISBN 10 : 3642097766 ISBN 13 : 9783642097768

Neuf Taschenbuch

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -Ensembles of Clustering Methods and Their Applications.- Cluster Ensemble Methods: from Single Clusterings to Combined Solutions.- Random Subspace Ensembles for Clustering Categorical Data.- Ensemble Clustering with a Fuzzy Approach.- Collaborative Multi-Strategical Clustering for Object-Oriented Image Analysis.- Ensembles of Classification Methods and Their Applications.- Intrusion Detection in Computer Systems Using Multiple Classifier Systems.- Ensembles of Nearest Neighbors for Gene Expression Based Cancer Classification.- Multivariate Time Series Classification via Stacking of Univariate Classifiers.- Gradient Boosting GARCH and Neural Networks for Time Series Prediction.- Cascading with VDM and Binary Decision Trees for Nominal Data.- Erratum.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 196 pp. Englisch. N� de r�f. du vendeur 9783642097768

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Supervised and Unsupervised Ensemble Methods and their Applications

Oleg Okun

Edit� par Springer Berlin Heidelberg, 2010

ISBN 10 : 3642097766 ISBN 13 : 9783642097768

Neuf Taschenbuch

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book was inspired by the last argument and resulted from the workshop on Supervised and Unsupervised Ensemble Methods and their Applications (briefly, SUEMA) organized on June 4, 2007 in Girona, Spain. This workshop was held in conjunction with the 3rd Iberian Conference on Pattern Recognition and Image Analysis and was intended to encompass the progress in the ensemble applications made by the Iberian and international scholars. Despite its small format, SUEMA attracted researchers from Spain, Portugal, France, USA, Italy, and Finland, who presented interesting ideas about using the ensembles in various practical cases. Encouraged by this enthusiastic reply, we decided to publish workshop papers in an edited book, since CD proceedings were the only media distributed among the workshop participants at that time. The book includes nine chapters divided into two parts, assembling contributions to the applications of supervised and unsupervised ensembles.The book is intended to be primarily a reference work. It could be a good complement to two excellent books on ensemble methodology - 'Combining pattern classifiers: methods and algorithms' by Ludmila Kuncheva (John Wiley & Sons, 2004) and 'Decomposition methodology for knowledge discovery and data mining: theory and applications' by Oded Maimon and Lior Rokach (World Scientific, 2005). N� de r�f. du vendeur 9783642097768

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Supervised and Unsupervised Ensemble Methods and their Applications (Studies in Computational Intelligence, 126)

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