Anthony Bagnall & Thomas Guyet 
Advanced Analytics and Learning on Temporal Data [EPUB ebook] 
6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers

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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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Language English ● Format EPUB ● ISBN 9783030914455 ● Editor Anthony Bagnall & Thomas Guyet ● Publisher Springer International Publishing ● Published 2021 ● Downloadable 3 times ● Currency EUR ● ID 8317901 ● Copy protection Adobe DRM
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