Papers matching “time series” in Time Series Analysis and Forecasting 29
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Rapid Augmentations for Time Series (RATS): A High-Performance Library for Time Series Augmentation2026 arXiv (Cornell University) preprint Computer Science Time Series Analysis and Forecasting Open access
Wadie Skaf, Felix Kern, Aryamaan Basu Roy, Tejas Pradhan, Roman Kalkreuth, Holger Hoos
0citations -
Towards Time-Series Feature Engineering in Automated Machine Learning for Multi-Step-Ahead Forecasting2022 International Conference on Time Series and Forecasting (ITISE) conference-paper Computer Science Time Series Analysis and Forecasting Open access
Can Wang, Mitra Baratchi, Thomas Bäck, Holger H. Hoos, Steffen Limmer, Markus Olhofer
31citations -
A Machine Learning Approach for the Classification of Disease Risks in Time Series2020 Mediterranean Conference on Embedded Computing (MECO) conference-paper Computer Science Time Series Analysis and Forecasting
Lejla Begic Fazlic, Ahmed Hallawa, Matthias Dziubany, Marlies Morgen, Marvin Schacht, Anke Schmeink, +4 more
5citations -
A Knowledge Graph for Query-Induced Analyses of Hierarchically Structured Time Series Information2023 Communications in computer and information science conference-paper Computer Science Time Series Analysis and Forecasting
Alexander Graß, Christian Beecks, Sisay Adugna Chala, Christoph Lange, Stefan Decker
6citations -
Clustering neonatal and pediatric intensive care time series using k-means2026 German Medical Science (German Research Foundation) conference-paper Computer Science Time Series Analysis and Forecasting Open access
Anis Abdollahi-Sissan, Camelia Oprea, Lena Olivier, Mark Schoberer, André Stollenwerk
0citations -
Athlete Monitoring in Professional Road Cycling Using Similarity Search on Time Series Data2023 Communications in computer and information science conference-paper Computer Science Time Series Analysis and Forecasting
Arie‐Willem de Leeuw, Tobias Oberkofler, Mathieu Heijboer, Arno Knobbe
0citations -
Tree-based learning on amperometric time series data demonstrates high accuracy for classification2024 International Journal of Data Science and Analytics article Computer Science Time Series Analysis and Forecasting Open access
Jeyashree Krishnan, Zeyu Lian, Pieter E. Oomen, Mohaddeseh Amir-Aref, Xiulan He, Soodabeh Majdi, +2 more
2citations -
Review of automated time series forecasting pipelines2022 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access cited by 1 patent
Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, +1 more
81citations