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

ISBN-10: 3319444115

ISBN-13: 9783319444116

This e-book constitutes the refereed court cases of the 1st ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016. 
The eleven complete papers awarded have been rigorously reviewed and chosen from 22 submissions. the 1st half makes a speciality of studying new representations and embeddings for time sequence type, clustering or for dimensionality aid. the second one half offers methods on category and clustering with hard functions on medication or earth statement facts. those works exhibit other ways to think about temporal dependency in clustering or type 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 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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