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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: R1,499
Discovery Miles 14 990
Advanced Analytics and Learning on Temporal Data - 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021,...

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)

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

Series: Lecture Notes in Artificial Intelligence, 13114

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Loot Price R1,499 Discovery Miles 14 990 | Repayment Terms: R140 pm x 12*

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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.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: Lecture Notes in Artificial Intelligence, 13114
Release date: December 2021
First published: 2021
Editors: Vincent Lemaire • Simon Malinowski • Anthony Bagnall • Thomas Guyet • Romain Tavenard • Georgiana Ifrim
Dimensions: 235 x 155mm (L x W)
Format: Paperback
Pages: 195
Edition: 1st ed. 2021
ISBN-13: 978-3-03-091444-8
Categories: 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 > General
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LSN: 3-03-091444-5
Barcode: 9783030914448

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