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

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

This publication 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 conscientiously reviewed and chosen from 22 submissions. the 1st half specializes in studying new representations and embeddings for time sequence class, clustering or for dimensionality relief. the second one half provides techniques on type and clustering with difficult purposes on drugs or earth remark facts. those works convey 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 type and clustering.


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