Zhuo-Ran Yang

A Survey of Automated Time Series Forecasting: From Deep Learning to Foundation Models with Financial Applications

It is suggested that time-series forecasting is gradually evolving from task-specific prediction models toward intelligent forecasting ecosystems capable of learning, reasoning, and autonomous decision-making.