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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Advanced Analytics and Learning on Temporal Data: 6th Ecml Pkdd Workshop, Aaltd 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers

Advanced Analytics and Learning on Temporal Data: 6th Ecml Pkdd Workshop, Aaltd 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers

Lemaire, Vincent
Malinowski, Simon
Bagnall, Anthony

Paperback

DatabasesGeneral ComputersNetworking

ISBN10: 3030914445
ISBN13: 9783030914448
Publisher: Springer
Published: Dec 1 2021
Pages: 195
Weight: 0.66
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English

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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