Advanced Analytics and Learning on Temporal Data
Advanced Analytics and Learning on Temporal Data
Buch
- 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers
- Herausgeber: Vincent Lemaire, Simon Malinowski, Georgiana Ifrim, Thomas Guyet, Romain Tavenard, Anthony Bagnall
lieferbar innerhalb 2-3 Wochen
(soweit verfügbar beim Lieferanten)
(soweit verfügbar beim Lieferanten)
-28%
EUR 76,66**
EUR 54,75*
- Springer International Publishing AG, 12/2020
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783030657413
- Bestellnummer: 10392067
- Umfang: 244 Seiten
- Nummer der Auflage: 20001
- Auflage: 1st ed. 2020
- Gewicht: 376 g
- Maße: 235 x 155 mm
- Stärke: 13 mm
- Erscheinungstermin: 16.12.2020
- Serie: Lecture Notes in Artificial Intelligence - Band 12588
Achtung: Artikel ist nicht in deutscher Sprache!
Weitere Ausgaben von Advanced Analytics and Learning on Temporal Data
Klappentext
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.