Characterizing Heterogeneity in Drivers’ Merging Maneuvers Using Two-Step Cluster Analysis

In order to investigate the heterogeneity in merging behaviors on freeways, a novel data mining tool, called two-step cluster analysis, is applied to the merging maneuvers (namely, initial speed, merging speed, and merging position). Merging maneuvers of 370 drivers collected from the NGSIM dataset...

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Bibliographic Details
Main Authors: Gen Li, Lu Sun
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2018/5604375
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