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New PDF release: Advanced Analysis and Learning on Temporal Data: First ECML

By Ahlame Douzal-Chouakria,José A. Vilar,Pierre-François Marteau

ISBN-10: 3319444115

ISBN-13: 9783319444116

This ebook constitutes the refereed complaints of the 1st ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016. 
The eleven complete papers offered have been rigorously reviewed and chosen from 22 submissions. the 1st half specializes in studying new representations and embeddings for time sequence category, clustering or for dimensionality relief. the second one half offers ways on category and clustering with not easy functions on drugs or earth commentary information. those works convey other ways to think about temporal dependency in clustering or class processes. The final a part of the booklet is devoted to metric studying and time sequence comparability, it addresses the matter of speeding-up the dynamic time warping or facing multi-modal and multi-scale metric studying for time sequence category and clustering.

 

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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 Computer Science) by Ahlame Douzal-Chouakria,José A. Vilar,Pierre-François Marteau


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