11 citations · 13 across the 6 of their papers we have counts for
6 papers
Distance between Road Networks: A Macroscopic Method for Road Network Datasets Comparison Using Traffic-weighted Geographic Distribution
Hengyi Zhong, Toru Seo
In transportation network analysis, various types of road network data can be used even when focusing on the same region. Since different road network datasets can make different p…
End-to-end differentiable network traffic simulation with dynamic route choice
Toru Seo
Optimization using network traffic models requires computing gradients of objective functions with respect to model parameters. However, derivation of such gradients has often been…
A Macro-Micro Approach to Reconstructing Vehicle Trajectories on Multi-Lane Freeways with Lane Changing
Xuejian Chen, Guoyang Qin, Toru Seo +2
Vehicle trajectories can offer the most precise and detailed depiction of traffic flow and serve as a critical component in traffic management and control applications. Various tec…
Dynamic network congestion pricing based on deep reinforcement learning
Kimihiro Sato, Toru Seo, Takashi Fuse
Traffic congestion is a serious problem in urban areas. Dynamic congestion pricing is one of the useful schemes to eliminate traffic congestion in strategic scale. However, in the…
Fundamental diagram estimation by using trajectories of probe vehicles
Toru Seo, Yutaka Kawasaki, Takahiko Kusakabe +1
The fundamental diagram (FD), also known as the flow--density relation, is one of the most fundamental concepts in the traffic flow theory. It describes the relation between equili…
Fundamental diagram of urban rail transit considering train-passenger interaction
Toru Seo, Kentaro Wada, Daisuke Fukuda
Urban rail transit often operates with high service frequencies to serve heavy passenger demand during rush hours. Such operations can be delayed by two types of congestion: train…