Supervised and Unsupervised Ensemble Methods and their Applications
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...
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| Altri autori: | |
| Natura: | Livre numérique |
| Lingua: | Anglais |
| Pubblicazione: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edizione: | 1st ed. 2008. |
| Serie: | Studies in Computational Intelligence
126 |
| Accesso online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Supervised and unsupervised ensemble methods and their applications, Oleg Okun, Giorgio Valentini (eds.), 2008, Berlin, Springer, 1 vol. (180 pages), Studies in computational intelligence, 978-3-540-78980-2 • Supervised and Unsupervised Ensemble Methods and their Applications, Texte imprimé, 9783642097768 • Supervised and Unsupervised Ensemble Methods and their Applications, Texte imprimé, 9783540849650 • Supervised and unsupervised ensemble methods and their applications, Oleg Okun, Giorgio Valentini (eds.), 2008, Berlin, Springer, 1 vol. (180 pages), Studies in computational intelligence, 978-3-540-78980-2 |
| Riassunto: | 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) |
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| Descrizione del documento: | Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| ISBN: | 9783540789819 |
| ISSN: | 1860-9503 |
| Accesso: | Accès en ligne pour les établissements français bénéficiaires des licences nationales Accès soumis à abonnement pour tout autre établissement Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 |