Crash/Near-Crash Analysis of Naturalistic Driving Data Using Association Rule Mining

Table 1

Summary of ARM applications for crash analysis.

Authors	Publication year	Methods	Datasets
Wu et al. [3]	2019	Fault tree analysis (FTA) & Apriori	STATS19
Yu et al. [25]	2019	Apriori	Reported crashes in Wisconsin in 2016
Hong et al. [26]	2020	Apriori	Truck-involved crashes data in Korean Expressway Corporation
Hong et al. [27]	2020	Apriori	HAZMAT vehicle-involved crash in South Korea from 2008 to 2017
Das et al. [28]	2021	Apriori	Police-reported crashes in Louisiana from 2010 to 2015
Kong et al. [29]	2021	Apriori	HPMS & SPMD
Kong et al. [30]	2021	Apriori	VCC50 Elite dataset
Montella et al. [31]	2021	Apriori	Police reports in Italy from 2001 to 2011 combined with site inspections’ information
Tamakloe et al. [32]	2022	Binary logit regression (BLR) & Apriori	Motorcycle-involved collisions in Greater Accra Region