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Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers (Paperback, 1st ed. 2020) Loot Price: R1,469
Discovery Miles 14 690
Repayment Terms: R138 pm x 12*
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Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020,...

Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers (Paperback, 1st ed. 2020)

Vincent Lemaire, Simon Malinowski, Anthony Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim

Series: Lecture Notes in Artificial Intelligence, 12588

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Loot Price R1,469 Discovery Miles 14 690 | Repayment Terms: R138 pm x 12*

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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.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: Lecture Notes in Artificial Intelligence, 12588
Release date: December 2020
First published: 2020
Editors: Vincent Lemaire • Simon Malinowski • Anthony Bagnall • Thomas Guyet • Romain Tavenard • Georgiana Ifrim
Dimensions: 235 x 155mm (L x W)
Format: Paperback
Pages: 233
Edition: 1st ed. 2020
ISBN-13: 978-3-03-065741-3
Categories: Books > Computing & IT > General theory of computing > General
Books > Computing & IT > Internet > Network computers
Books > Social sciences > Education > Educational resources & technology > General
Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN: 3-03-065741-8
Barcode: 9783030657413

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