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Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation

Published in February 25, 2025

We pre-trained the time series base model on a large-scale synthetic dataset and achieved SOTA performance on five major time series analysis tasks.

Recommended citation: Wang W, Wu K, Li Y B, et al. Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation[J]. arXiv preprint arXiv:2502.15466, 2025.
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PySDKit: signal decomposition in Python

Published in February 26, 2025

A Python library for signal decomposition algorithms.

Recommended citation: Wenxuan Wang. (2025). "PySDKit: signal decomposition in Python" Github.
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Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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