InstructTime is a multimodal language model for time series classification that bridges the gap between time series data and natural language understanding.

What is Singular Spectrum Analysis (SSA)? Singular Spectrum Analysis (SSA) is a non-parametric technique in machine learning used to analyze and forecast time series data. SSA decomposes a time series ...

College of Mathematical and Statistics, Sichuan University of Science and Engineering, Zigong, China. With the rapid development of the global economy and the acceleration of urbanization, ...

This study presents a valuable finding on developing a state-of-the-art generative model of brain electrophysiological signals to explain temporal decoding matrices widely used in cognitive ...

Generative AI has risen to remarkable prominence, driven by notable AI advancements like ChatGPT. Whether it’s ChatGPT-4, which seamlessly merges text and image generation capabilities or Midjourney, ...

In 2018–2020, meteorological droughts over Northwestern Europe caused severe declines in groundwater heads with significant damage to groundwater-dependent ecosystems and agriculture. The response of ...