Clustering driver behavior using dynamic time warping and hidden Markov model

Y Yao, X Zhao, Y Wu, Y Zhang… - Journal of Intelligent …, 2021 - Taylor & Francis
Based on on-board diagnostics and Global Position System installed in taxicabs, driver
behavior data is collected. Left turn data on six similar curves are extracted, and speed …

A data-driven approach for driving safety risk prediction using driver behavior and roadway information data

N Arbabzadeh, M Jafari - IEEE transactions on intelligent …, 2017 - ieeexplore.ieee.org
Future roadways will have a mix of autonomous and automated vehicles with regular
vehicles that require human operators. To ensure the safety of all the road users in such a …

A taxonomy of driving errors and violations: Evidence from the naturalistic driving study

AJ Khattak, N Ahmad, B Wali, E Dumbaugh - Accident Analysis & …, 2021 - Elsevier
Driving errors and violations are identified as contributing factors in most crash events. To
examine the role of human factors and improve crash investigations, a systematic taxonomy …

Sparse travel time estimation from streaming data

SE Jabari, NM Freris, DM Dilip - Transportation Science, 2020 - pubsonline.informs.org
We address two shortcomings in online travel time estimation methods for congested urban
traffic. The first shortcoming is related to the determination of the number of mixture modes …

Monetizing reliability to evaluate the impact of transportation alternatives

SS Pulugurtha, P Penmetsa, VR Duddu - 2017 - rosap.ntl.bts.gov
The objectives of this research project are: 1) to review various definitions of travel time
reliability proposed by researchers and practitioners in the past, 2) to estimate and assess …

Integrated frameworks for knowledge discovery in human-machine complex systems using multiple data streams

N Arbabzadeh - 2017 - rucore.libraries.rutgers.edu
2 level of control over the process, and their behavior must be considered in the models. In
addition to the human factor, there are generally two sets of variables in patient care …

[HTML][HTML] Can electricity powered vehicles serve traveler needs?

J Du, H Rakha, J Sangster - International Journal of Transportation Science …, 2013 - Elsevier
ABSTRACT Electric vehicles (EV), Hybrid Electric Vehicles (HEV) or Plug-in Hybrid Electric
Vehicles (PHEV) are believed to be a promising substitute for current gas-propelled …

Effects of adverse winter weather conditions on highway traffic and driver behavior

T Fu - 2014 - escholarship.mcgill.ca
This research looks into the impact of adverse winter weather conditions on highway driver
behaviors using microscopic data from loop detectors and video cameras (eg, hourly …

Infrastructure Safety Assessment in a Connected Vehicle Environment

BL Smith, R Kluger, H Park - 2015 - vtechworks.lib.vt.edu
The goal of the Infrastructure Safety Assessment in a Connected Vehicle (CV) Environment
project was to develop a method to identify infrastructure safety “hot spots” using CV data …

Video-Based Driver's Hand Tracking using Fast Normalized Cross Coefficient with Improved Computational Efficiency

L Li, CM Hutmacher Jr, X Xu - Transportation research …, 2019 - journals.sagepub.com
Driver distraction is one of the major causes for fatal car accidents. In a distracting activity,
manual distraction is a triggered response of other types of distraction, such as cognitive and …