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Advanced Analytics and Learning on Temporal Data

- 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers
Engelsk Paperback

Advanced Analytics and Learning on Temporal Data

- 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers
Engelsk Paperback
Tjek vores konkurrenters priser

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Ghent, Belgium, in September 2020.

The 15 full papers presented in this book were carefully reviewed and selected from 29 submissions. The selected papers are devoted to 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, Temporal Data.

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This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Ghent, Belgium, in September 2020.

The 15 full papers presented in this book were carefully reviewed and selected from 29 submissions. The selected papers are devoted to 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, Temporal Data.

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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 233
ISBN-13: 9783030657413
Indbinding: Paperback
Udgave:
ISBN-10: 3030657418
Kategori: Ekspert - og vidensbaserede systemer
Udg. Dato: 16 dec 2020
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 16 dec 2020
Forfatter(e):
Forfatter(e)

Kategori Ekspert - og vidensbaserede systemer

ISBN-13 9783030657413

Sprog Engelsk

Indbinding Paperback

Sider 233

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 16 dec 2020

Oplagsdato 16 dec 2020

Forlag Springer Nature Switzerland AG

Kategori sammenhænge