Review of Data-centric Time Series Analysis from Sample, Feature, and Period

Chenxi Sun, Hongyan Li, Yaliang Li +1

Data is essential to performing time series analysis utilizing machine learning approaches, whether for classic models or today's large language models. A good time-series dataset…