Bo Wang confirmation 통과Bo Wang's Confirmation
Bo Wang's ConfirmationBo Wang confirmation 통과
Bo가 심사위원들의 호평 속에 confirmation을 통과했습니다.Bo passed his confirmation, impressing the panel with his progress.
아래 본문은 영문 원문으로 제공됩니다.
Congratulation on Bo's confirmation. All the panels and the chair impressed Bo's research progress. The presentation was also very comprehensive. If anyone needs the seminar in a video file please contact me. Well done Bo!!
Title: Short-term traffic state estimation and prediction based on spatiotemporal neural networks
Research Theme : Monitoring, Prediction and Protection
Summary : 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 knowledge with the above framework? Therefore, th e aims of thi
Bio : Bo Wang received the double M.S degree in transportation engineering from Monash University and Southeast University in 2018. He commenced his PhD at Monash University in 2018 under the supervision of Dr. Inhi Kim, Prof. Hai Vu and Dr. Chen Cai. His research interests include intelligent transport systems, deep neural networks and big data mining in transportation.