Urban link travel time estimation using large|scale taxi data with ...

Urban link travel time estimation using large-scale taxi data with ...

This paper presents a new descriptive model for estimating hourly average of urban link travel times using taxicab origin–destination (OD) trip data.

Urban link travel time estimation using large-scale taxi ... - NASA ADS

Abstract. Uses large scale GPS traces of taxi cabs in New York City. A model for estimating link travel times is developed using large scale data.

Urban link travel time estimation using large-scale taxi data with ...

Request PDF | On Aug 1, 2013, Xianyuan Zhan and others published Urban link travel time estimation using large-scale taxi data with partial information ...

Urban link travel time estimation using large-scale taxi data with ...

This research provides new possibilities for fully utilizing the partial information obtained from urban taxicab data for estimating network condition, which is ...

(PDF) Urban link travel time estimation using large-scale taxi data ...

We propose a method for inferring travel time variations in intersections of these networks. Based on intersecting recorded taxi trajectories in Euclidean space ...

Urban Link Travel Time Estimation Using Large-scale Taxi Data with ...

MPE 2013+. Urban Link Travel Time Estimation Using Large-scale Taxi Data with Partial Information. Xianyuan Zhan. Page 4. □ Taxi trips in NYC.

Urban link travel time estimation using taxi data - 哈尔滨工程大学

The accurate estimation of urban link travel time plays a significant role in urban traffic monitoring and supervision. Using taxicab GPS trip ...

A Simple Baseline for Travel Time Estimation using Large-Scale Trip ...

Taxi data provide information about traffic patterns, and thus enable the study of urban flow -- what will traffic between two locations look ...

A simple baseline for travel time estimation using large-scale trip data

The increased availability of large-scale trajectory data provides rich information for the study of urban dynamics. For example, New York City Taxi ...

A Simple Baseline for Travel Time Estimation using Large-scale Trip ...

The increased availability of large-scale trajectory data provides rich information for the study of urban dynamics. For example, New York City Taxi 8 ...

A Simple Baseline for Travel Time Estimation using Large-scale Trip ...

The increased availability of large-scale trajectory data provides rich information for the study of urban dynamics. For example, New York City Taxi 8 ...

Link Travel Time Estimation for Arterial Networks Based on Sparse ...

The model estimates quarter-hourly averages of urban link travel times using OD trip data. This study proposes a more accurate approach for ...

Urban Traffic Modelling and Prediction Using Large Scale Taxi GPS ...

In this paper, we propose a method to construct a model of traffic density based on large scale taxi traces. This model can be used to predict future traffic ...

Urban link travel speed dataset from a megacity road network - PMC

To support the research in these areas, we develop a dataset, containing the travel speeds on each road link and in different time periods ...

Urban Origin–Destination Travel Time Estimation Using K-Nearest ...

Furthermore, there is a scarcity of models capable of predicting travel times with basic trip information such as origin, destination, and starting time. This ...

A Bayesian Mixture Model for Short-term Average Link Travel Time ...

The model is tested on estimating the mean and variance of the average link travel times for 30 min time intervals using a large-scale taxi trip dataset from ...

Urban Link Travel Time Estimation Based on Low Frequency Probe ...

To improve the accuracy and robustness of urban link travel time estimation with limited resources, this research developed a methodology to ...

Travel Time Estimation in the Age of Big Data - MIT

Zhan X, Hasan S, Ukkusuri SV, Kamga C (2013) Urban link travel time estimation using large-scale taxi data with partial information. Transportation Research.

[PDF] A Unified Neural Network Approach for Estimating Travel Time ...

This paper investigates the use of deep neural networks to jointly predict taxi trip time and distance using the NYC taxi dataset and proposes a model, ...

Modelling travel time uncertainty in urban networks based on ...

The prediction of the uncertainty of route travel time predictions for all possible routes in an urban road network is of importance for ...