Data-Driven Strategies for Complex System Forecasts: The Role of Textual Big Data and State-Space Transformers in Decision Support

H Huo, W Guo, R Yang, X Liu, J Xue, Q Peng, Y Deng… - Systems, 2024 - mdpi.com
In this research, an innovative state space-based Transformer model is proposed to address
the challenges of complex system prediction tasks. By integrating state space theory, the …

[PDF][PDF] INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING

A Model - researchgate.net
Stocks are one of the attractive investment instruments for companies and individuals to
raise their finances. However, there are volatility of stocks made risk for the investor …