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Time Series Analysis and Forecasting Sign in to save
29
Aachen papers (primary topic)
83
Further papers (secondary topic)
198
Citations
65
Aachen authors
Papers per year
20
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Papers 29
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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 -
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 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 -
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 -
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
Most active Aachen authors
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Holger H. Hoos 29,243 citations overall4 papers
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Mitra Baratchi 1,006 citations overall4 papers
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Stefan Decker 17,307 citations overall3 papers
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Alexander Graß 153 citations overall3 papers
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Thomas Bäck 22,845 citations overall2 papers
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Thomas Bergs 5,996 citations overall2 papers
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Andreas Schuppert 3,628 citations overall2 papers
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Arno Knobbe 2,723 citations overall2 papers
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Marcel Fey 1,254 citations overall2 papers
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Janis Ochel 28 citations overall2 papers
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Wadie Skaf 13 citations overall2 papers
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Christian Brecher 12,409 citations overall1 paper
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Robert Heinrich Schmitt 12,285 citations overall1 paper
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Günther Schuh 11,291 citations overall1 paper
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Hans Clusmann 10,605 citations overall1 paper