Abstract: Accurate traffic flow prediction is critical for intelligent transportation systems. This paper proposes hybrid models that integrate lightGBM with transformer-based architectures to improve ...
Abstract: This paper focuses on the application of algorithms in data prediction scenarios, where prediction models are constructed and optimised through a variety of algorithms. In the data ...