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6th AALTD 2021, Bilbao, Spain
- Vincent Lemaire
, Simon Malinowski
Advanced Analytics and Learning on Temporal Data - 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers. Lecture Notes in Computer Science 13114, Springer 2021, ISBN 978-3-030-91444-8
Oral Presentation
- Surabhi Agarwal, Trang Thu Nguyen, Thach Le Nguyen, Georgiana Ifrim:
Ranking by Aggregating Referees: Evaluating the Informativeness of Explanation Methods for Time Series Classification. 3-20 - Alessio Benavoli
State Space Approximation of Gaussian Processes for Time Series Forecasting. 21-35 - Bhaskar Dhariyal
Fast Channel Selection for Scalable Multivariate Time Series Classification. 36-54 - Mathieu Chambard, Thomas Guyet
Temporal Phenotyping for Characterisation of Hospital Care Pathways of COVID19 Patients. 55-70 - Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant:
Non-parametric Multivariate Time Series Co-clustering Model Applied to Driving-Assistance Systems Validation. 71-87 - Cristian Axenie, Rongye Shi, Daniele Foroni, Alexander Wieder, Mohamad Al Hajj Hassan, Paolo Sottovia, Margherita Grossi, Stefano Bortoli, Götz Brasche:
TRAMESINO: Traffic Memory System for Intelligent Optimization of Road Traffic Control. 88-103 - Laurens P. Stoop
Detection of Critical Events in Renewable Energy Production Time Series. 104-119
Poster Presentation
- Sebastian Pineda-Arango, Felix Heinrich, Kiran Madhusudhanan, Lars Schmidt-Thieme
Multimodal Meta-Learning for Time Series Regression. 123-138 - Tom van de Looij, Mozhdeh Ariannezhad
Cluster-Based Forecasting for Intermittent and Non-intermittent Time Series. 139-154 - Olli-Pekka Rinta-Koski, Miki Sirola, Le Ngu Nguyen, Jaakko Hollmén:
State Discovery and Prediction from Multivariate Sensor Data. 155-169 - Abdul Hameed Azeemi, Muhammad Hamza Sohail, Talha Zubair, Muaz Maqbool, Irfan Younas
RevDet: Robust and Memory Efficient Event Detection and Tracking in Large News Feeds. 170-185 - Julien Audibert, Sébastien Marti, Frédéric Guyard, Maria A. Zuluaga
From Univariate to Multivariate Time Series Anomaly Detection with Non-Local Information. 186-194
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