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

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 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 ...

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 ...

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 ...

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 ...

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

These models represent innovative adaptations of weighted KNN techniques, integrating the haversine distance of neighboring trips and incorporating correction ...

Estimation of Urban Link Travel Time Distribution Using Markov ...

In this case, the study develops a Bayesian approach based on particle filter framework for link TTD estimation using real-time and historical ...

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

In the research areas of traffic, transportation and logistics, the travel speeds or travel times on road links are fundamental data for various ...

Urban link travel time estimation with sensor flow count correction ...

Bell, 1990), and thus provide a lower flow count than actual. This is mainly because of the low resolution of SCOOT loop detectors (0.25 seconds) and the large ...

Travel Time Estimation for Urban Arterials Based on the Multi ... - MDPI

This paper presents a method for estimating the travel time of segments on urban arterials by leveraging multi-source data from loop detectors and probe ...

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 ...

[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, ...