Bo 중간심사 통과Bo's Mid Review
Bo's Mid ReviewBo 중간심사 통과
Bo가 시공간 신경망 기반 교통상태 추정 연구로 중간심사를 통과했습니다.Bo passed the mid review with his spatiotemporal neural network research.
아래 본문은 영문 원문으로 제공됩니다.
Congrats Bo! The mid review has been successfully completed.
Short-term traffic state estimation and prediction based on spatiotemporal neural networks
Spatiotemporal neural networks (NN) models have recently achieved competitive results for short-term traffic prediction and achieved outstanding outcomes. However, two problems still require further study in terms of model performance and inner mechanism understanding: (1). The forecasting model affected by many aspects like model inputs, model structure, external factors, and optimisation function. How to design an appropriate framework for short-term traffic state prediction? (2). The existing related studies mainly use the knowledge and advantage from the neural network field, but how to incorporate transport domain kn owledge with the above framework? Therefore, th e aims of this study a