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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 - Vincent Lemaire

Advanced Analytics and Learning on Temporal Data

6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers

By: Vincent Lemaire (Editor), Simon Malinowski (Editor), Anthony Bagnall (Editor), Thomas Guyet (Editor), Georgiana Ifrim (Editor)

eText | 2 December 2021

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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.

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Non-FictionComputing & I.T.DatabasesData MiningComputer HardwareNetwork HardwareData Capture & AnalysisEducationEducation Equipment & TechnologyMathematicsProbability & StatisticsComputer Networking & Communications
Business ApplicationsComputer ScienceArtificial IntelligenceExpert Systems & Knowledge-Based Systems

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