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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 (Lecture Notes in Artificial Intelligence) - Softcover
Synopsis
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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- PublisherSpringer
- Publication date2016
- ISBN 10 3319444115
- ISBN 13 9783319444116
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages183
- EditorDouzal-Chouakria Ahlame, Vilar José A., Marteau Pierre-François
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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
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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 (Lecture Notes in Artificial Intelligence)
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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 (Lecture Notes in Artificial Intelligence)
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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
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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 (Lecture Notes in Artificial Intelligence)
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Advanced Analysis and Learning on Temporal Data
Published by
Springer International Publishing Aug 2016, 2016
ISBN 10: 3319444115
ISBN 13: 9783319444116
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Taschenbuch
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Taschenbuch. Condition: 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. Seller Inventory # 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
Published by
Springer International Publishing, 2016
ISBN 10: 3319444115
ISBN 13: 9783319444116
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Taschenbuch. Condition: 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. Seller Inventory # 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
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Advanced Analysis and Learning on Temporal Data
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Kartoniert / Broschiert. Condition: 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.  The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuse. Seller Inventory # 123613205
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