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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: 5th Ecml Pkdd Workshop, Aaltd 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers

Advanced Analytics and Learning on Temporal Data: 5th Ecml Pkdd Workshop, Aaltd 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers

Lemaire, Vincent
Malinowski, Simon
Bagnall, Anthony

Paperback

DatabasesGeneral Computers

ISBN10: 3030657418
ISBN13: 9783030657413
Publisher: Springer
Published: Dec 16 2020
Pages: 233
Weight: 0.76
Height: 0.51 Width: 6.14 Depth: 9.21
Language: English

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Ghent, Belgium, in September 2020.

The 15 full papers presented in this book were carefully reviewed and selected from 29 submissions. The selected papers are devoted to topics such as Temporal Data Clustering; Classification of Univariate and Multivariate Time Series; Early Classification of Temporal Data; Deep Learning and Learning Representations for Temporal Data; Modeling Temporal Dependencies; Advanced Forecasting and Prediction Models; Space-Temporal Statistical Analysis; Functional Data Analysis Methods; Temporal Data Streams; Interpretable Time-Series Analysis Methods; Dimensionality Reduction, Sparsity, Algorithmic Complexity and Big Data Challenge; and Bio-Informatics, Medical, Energy Consumption, Temporal Data.

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