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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Other Authors: Okun, Oleg
Format: Book
Language:English
Published: Springer 2017
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Online Access:http://repository.vnu.edu.vn/handle/VNU_123/25599
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Institution: Vietnam National University, Hanoi
Language: English
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spelling oai:112.137.131.14:VNU_123-255992020-10-14T02:50:20Z Supervised and unsupervised ensemble methods and their applications Okun, Oleg Valentini, Giorgio Machine learning -- Congresses ; Classification -- Congresses 025.04 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. 2017-04-10T07:30:44Z 2017-04-10T07:30:44Z 2008 Book 978-3-540-78980-2 http://repository.vnu.edu.vn/handle/VNU_123/25599 en 188 p. application/pdf Springer
institution Vietnam National University, Hanoi
building VNU Library & Information Center
continent Asia
country Vietnam
Vietnam
content_provider VNU Library and Information Center
collection VNU Digital Repository
language English
topic Machine learning -- Congresses ; Classification -- Congresses
025.04
spellingShingle Machine learning -- Congresses ; Classification -- Congresses
025.04
Supervised and unsupervised ensemble methods and their applications
description 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.
author2 Okun, Oleg
author_facet Okun, Oleg
format Book
title Supervised and unsupervised ensemble methods and their applications
title_short Supervised and unsupervised ensemble methods and their applications
title_full Supervised and unsupervised ensemble methods and their applications
title_fullStr Supervised and unsupervised ensemble methods and their applications
title_full_unstemmed Supervised and unsupervised ensemble methods and their applications
title_sort supervised and unsupervised ensemble methods and their applications
publisher Springer
publishDate 2017
url http://repository.vnu.edu.vn/handle/VNU_123/25599
_version_ 1681763208081178624