- Travel Time Estimation of a Path using Sparse Trajectories🔍
- Travel time estimation of a path using sparse trajectories🔍
- Travel Time Estimation from Sparse Trajectories🔍
- [PDF] Travel time estimation of a path using sparse trajectories🔍
- Vehicle Travel Time Estimation by Sparse Trajectories🔍
- GPS Data Analysis🔍
- A Hybrid Technique For Travel Time Estimation In Sparse Data ...🔍
- Developing travel time estimation methods using sparse GPS data🔍
Travel time estimation of a path using sparse trajectories
Travel Time Estimation of a Path using Sparse Trajectories
Travel Time Estimation of a Path using Sparse Trajectories. Yilun Wang1,2,*, Yu Zheng1,+ , Yexiang Xue1,3,*. 1Microsoft Research, No.5 Danling Street, Haidian ...
Travel time estimation of a path using sparse trajectories
Abstract. In this paper, we propose a citywide and real-time model for estimating the travel time of any path (represented as a sequence of ...
Travel Time Estimation from Sparse Trajectories - arXiv
In this case, this paper aims to resolve the problem of travel time estimation (TTE) and route recovery in sparse scenarios, which often leads ...
[PDF] Travel time estimation of a path using sparse trajectories
A citywide and real-time model for estimating the travel time of any path (represented as a sequence of connected road segments) in real time in a city, ...
Travel Time Estimation of a Path using Sparse Trajectories - Microsoft
In most cases, we cannot find a trajectory exactly traversing a query path either. Second, for the fragment of a path with trajectories, they ...
Vehicle Travel Time Estimation by Sparse Trajectories - IEEE Xplore
In this article, based on the work of Wang Y et al, we use data mining method to find a way to estimate the travel time of cars on any path efficiently. Firstly ...
Travel Time Estimation from Sparse Trajectories | SpringerLink
However, those approaches are based on the assumption that the trajectory's travel time is precise. Moreover, multiple trajectories with low ...
Travel time estimation of a path using sparse trajectories
In most cases, we cannot find a trajectory exactly traversing a query path either. Second, for the fragment of a path with trajectories, they are multiple ways ...
Travel Time Estimation from Sparse Trajectories - ResearchGate
Based on this assumption, we propose an EM algorithm to alternatively estimate the travel time of inferred route through weak supervision in E ...
GPS Data Analysis: Travel Time Estimation in Sparse ... - IEEE Xplore
We describe several GPS trajectory data analysis problems that come up in such settings including the problem of accurate, automatic map creation from GPS ...
A Hybrid Technique For Travel Time Estimation In Sparse Data ...
Recently researchers have used trajectory data in order to perform travel time estimation, thus taking advantage of the widespread use of mobile ...
Travel Time Estimation from Sparse Trajectories | Semantic Scholar
It is argued that both two tasks are complementary to each other in the model-learning procedure and hold such a relation: more precise travel time can lead ...
Developing travel time estimation methods using sparse GPS data
The study reported here therefore sought to better estimate travel time using “readily available” vehicle trajectory data from moving sensors such as buses ...
Travel Time Estimation of a Path using Sparse Trajectories
In this paper, we propose a citywide and real-time model for estimating the travel time of any path (represented as a sequence of connected ...
Travel Time Estimation from Sparse Trajectories - OUCI
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories ... Authors: Zhiwen Zhang; Hongjun Wang; Zipei Fan; Jiyuan Chen; Xuan Song ...
GPS Data Analysis: Travel Time Estimation in Sparse Data ...
We describe several GPS trajectory data analysis problems that come up in such settings including the problem of accurate, automatic map creation from GPS ...
Travel time estimation from sparse floating car data with consistent ...
A method for increased accuracy of link travel time estimation from sparse FCD. ... A fixed point formulation of the path inference and travel time estimation ...
Effective Travel Time Estimation: When Historical Trajectories over ...
As for the representation of the trajectory associated with the OD input, we define a concept called spatio-temporal path, to jointly represent the spatial and ...
A Simple Baseline for Travel Time Estimation using Large-Scale Trip ...
Trajectory data are sparse. Even with millions of trip observations, there are a lot of road segments not covered by any trajectory because of the non-uniform ...
Effective Travel Time Estimation: When Historical Trajectories over ...
As for the representation of the trajectory associated with the OD input, we define a concept called spatio-temporal path, to jointly represent the spatial and ...