Identifying Modes of Driving Railway Trains from GPS Trajectory Data: An Ensemble Classifier-Based Approach

Identifying Modes of Driving Railway Trains from GPS Trajectory Data: An Ensemble Classifier-Based Approach

Recognizing Modes of Driving Railway Trains (MDRT) can help to solve railway freight transportation problems in driver behavior research, auto-driving system design and capacity utilization optimization. Previous studies have focused on analyses and applications of MDRT, but there is currently no ap...

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Bibliographic Details
Main Authors: Han Zheng, Zanyang Cui, Xingchen Zhang
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:ISPRS International Journal of Geo-Information
Subjects:
freight railway
modes of driving railway trains
pattern recognition
ensemble classifier
Bayesian optimization
GPS trajectory data
Online Access:http://www.mdpi.com/2220-9964/7/8/308

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http://www.mdpi.com/2220-9964/7/8/308

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