Advanced Analytics and Learning on Temporal Data: 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers: 11986 - Brossura

 
9783030390976: Advanced Analytics and Learning on Temporal Data: 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers: 11986
Brossura
ISBN 10: 3030390977 ISBN 13: 9783030390976
Casa editrice: Springer, 2020

Sinossi

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Würzburg, Germany, in September 2019.
The 7 full papers presented together with 9 poster papers were carefully reviewed and selected from 31 submissions. The papers cover topics such as temporal data clustering; classification of univariate and multivariate time series; early classification of temporal data; deep learning and learning representations for temporal data; modeling temporal dependencies; advanced forecasting and prediction models; space-temporal statistical analysis; functional data analysis methods; temporal data streams; interpretable time-series analysis methods; dimensionality reduction, sparsity, algorithmic complexity and big data challenge; and bio-informatics, medical, energy consumption, on temporal data.

 

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Editore
Springer
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
3030390977
ISBN 13 
9783030390976
Rilegatura
Copertina flessibile
Numero di pagine
240
Redattore
Lemaire Vincent, Malinowski Simon, Bagnall Anthony, Bondu Alexis, Guyet Thomas, Tavenard Romain
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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