Advanced Analysis and Learning on Temporal Data: First ECML by Ahlame Douzal-Chouakria,José A. Vilar,Pierre-François PDF

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

This ebook constitutes the refereed lawsuits of the 1st ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016. 
The eleven complete papers provided 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 purposes on drugs or earth commentary facts. those works express other ways to contemplate temporal dependency in clustering or class processes. The final a part of the e-book 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 class 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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