Identifying Different Transportation Modes from Trajectory Data Using Tree-Based Ensemble Classifiers

Identifying Different Transportation Modes from Trajectory Data Using Tree-Based Ensemble Classifiers

Recognition of transportation modes can be used in different applications including human behavior research, transport management and traffic control. Previous work on transportation mode recognition has often relied on using multiple sensors or matching Geographic Information System (GIS) informati...

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Bibliographic Details
Main Authors: Zhibin Xiao, Yang Wang, Kun Fu, Fan Wu
Format: Article
Language:English
Published: MDPI AG 2017-02-01
Series:ISPRS International Journal of Geo-Information
Subjects:
trajectory data
GPS
ensemble model
XGBoost
feature importance
Online Access:http://www.mdpi.com/2220-9964/6/2/57

Internet

http://www.mdpi.com/2220-9964/6/2/57

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