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

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

This publication constitutes the refereed court cases 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 class, clustering or for dimensionality aid. the second one half offers techniques on category and clustering with demanding purposes on medication or earth remark facts. those works express alternative ways to contemplate temporal dependency in clustering or category 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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