Correlating hard-braking activity with crash occurrences on interstate construction projects in Indiana

J Desai, H Li, JK Mathew, YT Cheng, A Habib… - Journal of big data …, 2021 - Springer
Abstract The Federal Highway Administration (FHWA) reported between 2016 and 2017,
fatal crashes in work zones increased by 3%, while fatal crashes outside of work zones …

Evaluating the reliability, coverage, and added value of crowdsourced traffic incident reports from Waze

M Amin-Naseri, P Chakraborty… - Transportation …, 2018 - journals.sagepub.com
Traffic managers strive to have the most accurate information on road conditions, normally
by using sensors and cameras, to act effectively in response to incidents. The prevalence of …

Characterizing interstate crash rates based on traffic congestion using probe vehicle data

MM Mekker, SM Remias, ML McNamara, DM Bullock - 2020 - docs.lib.purdue.edu
Crash reduction factors are widely used by engineers for prioritizing safety investments.
Work zones are routinely analyzed by the length and duration of queues. Queue detection …

Machine learning approach to forecast work zone mobility using probe vehicle data

M Kamyab, S Remias, E Najmi… - Transportation …, 2020 - journals.sagepub.com
The aim of deploying intelligent transportation systems (ITS) is often to help engineers and
operators identify traffic congestion. The future of ITS-based traffic management is the …

[PDF][PDF] 2015 Indiana Mobility Report and Performance Measure Dashboards

CM Day, ML McNamara, H Li, RS Sakhare, J Desai… - 2016 - docs.lib.purdue.edu
The Indiana Department of Transportation (INDOT) has invested in private sector probe
vehicle data since 2011, enabling the analysis and real-time monitoring of the entire …

Automatic traffic queue-end identification using location-based Waze user reports

Y Liu, Z Zhang, LD Han… - Transportation research …, 2021 - journals.sagepub.com
Traffic queues, especially queues caused by non-recurrent events such as incidents, are
unexpected to high-speed drivers approaching the end of queue (EOQ) and become safety …

Using connected vehicle data to evaluate impact of secondary crashes on Indiana interstates

J Desai, R Sakhare, S Rogers… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Interstate crashes often result in significant queuing, which can lead to secondary crashes in
or at the back of the queue. These secondary crashes are of national concern and their …

[PDF][PDF] Outlier mining based traffic incident detection using big data analytics

P Chakraborty, JR Hess, A Sharma… - … Research Board 96th …, 2017 - researchgate.net
ABSTRACT 1 Early detection of incidents is one of the key step to reduce incident-related
congestion. With the 2 increasing usage of GPS based navigation, promising data-scalable …

Safety and Mobility Analysis of Rolling Slowdown for Work Zones: Comparison with Full Closure

AJ Nafakh, FV Davila, Y Zhang, JD Fricker… - 2022 - docs.lib.purdue.edu
There are times when the traffic lanes through a work zone must be kept clear for activities
such as placing overhead beams, erecting overhead signs, and installing power lines, and …

Traffic state estimation based on Kalman filter technique using connected vehicle V2V basic safety messages

R Chen, MW Levin - 2019 IEEE Intelligent Transportation …, 2019 - ieeexplore.ieee.org
In the near future, vehicles will be equipped to receive and broadcast Basic Safety
Messages (BSMs), which includes the vehicle position, speed, heading, and acceleration, to …