Advanced Analytics and Learning on Temporal Data

Name: Advanced Analytics and Learning on Temporal Data
Brand: Springer, Berlin
SKU: 9783030390976
Price: 52.84 EUR
Availability: InStock

4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers

Автор: Vincent Lemaire, Simon Malinowski, Anthony Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard

Език:

Корици: С меки корици

Издател: Springer, Berlin

Наличност: Външен склад

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52.84 € 103.34 лв

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics a...

Информация за книгата

Автор

Vincent Lemaire, Simon Malinowski, Anthony Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard

Език

Английски език

Корици

Книга - С меки корици

Издадена

2020

страници

229

EAN

9783030390976

Enbook ID

25352052

Издател

Springer, Berlin

Теглоt

373

Размери

155 x 13 x 14

Пълно описание

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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Advanced Analytics and Learning on Temporal Data

4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers

Информация за книгата

Пълно описание

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