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Advanced Analytics and Learning on Temporal Data: 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers (Lecture Notes in Computer Science, Band 13114) - Softcover

 
9783030914448: Advanced Analytics and Learning on Temporal Data: 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers (Lecture Notes in Computer Science, Band 13114)
Softcover
ISBN 10: 3030914445 ISBN 13: 9783030914448
Verlag: Springer, 2021

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030914445
ISBN 13 
9783030914448
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
208
Herausgeber
Lemaire Vincent, Malinowski Simon, Bagnall Anthony, Guyet Thomas, Tavenard Romain, Ifrim Georgiana
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