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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 (Paperback, 1st ed. 2021)
Loot Price: R1,474
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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 (Paperback, 1st ed. 2021)
Series: Lecture Notes in Artificial Intelligence, 13114
Expected to ship within 12 - 17 working days
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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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