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

ISBN 10: 3030657418 / ISBN 13: 9783030657413

Published by Springer, 2020

About this Item

May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 0.76.

Seller Inventory # G3030657418I4N00

Bibliographic Details

• Title: Advanced Analytics and Learning on Temporal Data: 5th Ecml Pkdd Workshop, Aaltd 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers
• Publisher: Springer
• Publication Date: 2020
• Language: English
• ISBN 10: 3030657418
• ISBN 13: 9783030657413
• Binding: Paperback
• Condition: Very Good
• Dust Jacket Condition: No Jacket

About this title

Synopsis

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.