Advanced Analytics and Learning on Temporal Data (eng)
Lemaire, Vincent
ISBN 10: 3030914445 ISBN 13: 9783030914448
Published by Springer, 2021
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Soft cover
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About this Item
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Seller Inventory # BVJ698YDEY
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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Bibliographic Details
Title: Advanced Analytics and Learning on Temporal ...
Publisher: Springer
Publication Date: 2021
Binding: Soft cover
Condition: new