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Topic: Time Series Analysis and Forecasting ×

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Papers matching “time series representation learning” in Time Series Analysis and Forecasting 5

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Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

Wadie Skaf, Mitra Baratchi, Holger H. Hoos

0

citations
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

0

citations
Tree-based learning on amperometric time series data demonstrates high accuracy for classification
2024 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

2

citations
Study on learning efficient stroke representations in clocked sheet metal processing: theoretical and practical evaluation
2023 Production Engineering article Computer Science Time Series Analysis and Forecasting Open access

Philipp Niemietz, Thomas Bergs

6

citations
Diagnosing Temporal Misalignment in Multichannel Time-Series Classification with Minimum Description Length
2026 arXiv (Cornell University) preprint Computer Science Time Series Analysis and Forecasting Open access

Sebastian Buschjäger, Michael Frichert, Daniel Kuhe, Jian-Jia Chen

0

citations

5 results