Advanced Analytics and Learning on Temporal Data (eng)

Lemaire, Vincent

ISBN 10: 3030914445 ISBN 13: 9783030914448

Published by Springer, 2021

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

Advanced Analytics and Learning on Temporal Data (eng)

Publisher

Springer

Publication Date

2021

Language

English

ISBN 10

3030914445

ISBN 13

9783030914448

Binding

Soft cover

Condition

new

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About this title

Synopsis

This book constitutes the refereed proceedings of the 6th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2021, held during September 13-17, 2021. The workshop was planned to take place in Bilbao, Spain, but was held virtually due to the COVID-19 pandemic.

The 12 full papers presented in this book were carefully reviewed and selected from 21 submissions. They focus on the following topics: Temporal Data Clustering; Classification of Univariate and Multivariate Time Series; Multivariate Time Series Co-clustering; Efficient Event Detection; Modeling Temporal Dependencies; Advanced Forecasting and Prediction Models; Cluster-based Forecasting; Explanation Methods for Time Series Classification; Multimodal Meta-Learning for Time Series Regression; and Multivariate Time Series Anomaly Detection.

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