Advanced Analysis and Learning on Temporal Data : First Ecml Pkdd Workshop, Aaltd 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers

Douzal-chouakria, Ahlame (EDT); Vilar, Jos� A. (EDT); Marteau, Pierre-fran�ois (EDT)

ISBN 10: 3319444115 ISBN 13: 9783319444116

Edit� par Springer, 2016

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This book constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016.
The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuses on learning new representations and embeddings for time series classification, clustering or for dimensionality reduction. The second part presents approaches on classification and clustering with challenging applications on medicine or earth observation data. These works show different ways to consider temporal dependency in clustering or classification processes. The last part of the book is dedicated to metric learning and time series comparison, it addresses the problem of speeding-up the dynamic time warping or dealing with multi-modal and multi-scale metric learning for time series classification and clustering.

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Titre : Advanced Analysis and Learning on Temporal ...
�diteur : Springer
Date d'�dition : 2016
Reliure : Couverture souple
Etat : New

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Advanced Analysis and Learning on Temporal Data

Douzal, Ahlame|Vilar, Jos� A.|Marteau, Pierre-François

Edit� par Springer International Publishing, 2016

ISBN 10 : 3319444115 ISBN 13 : 9783319444116

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Kartoniert / Broschiert. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016.&nbsp The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuse. N� de r�f. du vendeur 123613205

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Advanced Analysis and Learning on Temporal Data | First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers

Ahlame Douzal-Chouakria (u. a.)

Edit� par Springer, 2016

ISBN 10 : 3319444115 ISBN 13 : 9783319444116

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Advanced Analysis and Learning on Temporal Data

Ahlame Douzal-Chouakria

Edit� par Springer International Publishing, Springer International Publishing Aug 2016, 2016

ISBN 10 : 3319444115 ISBN 13 : 9783319444116

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Taschenbuch. Etat : Neu. Neuware -This book constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016.The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuses on learning new representations and embeddings for time series classification, clustering or for dimensionality reduction. The second part presents approaches on classification and clustering with challenging applications on medicine or earth observation data. These works show different ways to consider temporal dependency in clustering or classification processes. The last part of the book is dedicated to metric learning and time series comparison, it addresses the problem of speeding-up the dynamic time warping or dealing with multi-modal and multi-scale metric learning for time series classification and clustering.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 184 pp. Englisch. N� de r�f. du vendeur 9783319444116

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Advanced Analysis and Learning on Temporal Data : First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers

Ahlame Douzal-Chouakria

Edit� par Springer International Publishing, 2016

ISBN 10 : 3319444115 ISBN 13 : 9783319444116

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 constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016. The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuses on learning new representations and embeddings for time series classification, clustering or for dimensionality reduction. The second part presents approaches on classification and clustering with challenging applications on medicine or earth observation data. These works show different ways to consider temporal dependency in clustering or classification processes.The last part of the book is dedicated to metric learning and time series comparison, it addresses the problem of speeding-up the dynamic time warping or dealing with multi-modal and multi-scale metric learning for time series classification and clustering. N� de r�f. du vendeur 9783319444116

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Advanced Analysis and Learning on Temporal Data

Ahlame Douzal-Chouakria

Edit� par Springer International Publishing Aug 2016, 2016

ISBN 10 : 3319444115 ISBN 13 : 9783319444116

Neuf Taschenbuch

impression � la demande

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 constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016. The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuses on learning new representations and embeddings for time series classification, clustering or for dimensionality reduction. The second part presents approaches on classification and clustering with challenging applications on medicine or earth observation data. These works show different ways to consider temporal dependency in clustering or classification processes.The last part of the book is dedicated to metric learning and time series comparison, it addresses the problem of speeding-up the dynamic time warping or dealing with multi-modal and multi-scale metric learning for time series classification and clustering. 184 pp. Englisch. N� de r�f. du vendeur 9783319444116

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