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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: R1,580
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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)
Series: Lecture Notes in Artificial Intelligence, 12588
Expected to ship within 10 - 15 working days
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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.
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