A Survey of Deep Learning and Foundation Models for Time Series Forecasting

no code implementations • 25 Jan 2024 • John A. Miller, Mohammed Aldosari, Farah Saeed, Nasid Habib Barna, Subas Rana, I. Budak Arpinar, Ninghao Liu

Furthermore, there is a vast amount of knowledge available that deep learning models can tap into, including Knowledge Graphs and Large Language Models fine-tuned with scientific domain knowledge.

Knowledge Graphs Time Series +1