Application of association rules mining algorithm for hazardous materials transportation crashes on expressway
Although crashes involving hazardous material (HAZMAT) vehicles on expressways do not
occur frequently compared with other types of vehicles, the number of lives lost and social …
occur frequently compared with other types of vehicles, the number of lives lost and social …
Fatal pedestrian crashes at intersections: Trend mining using association rules
Abstract In 2018, about 6,677 pedestrians were killed on the US roadways. Around one-
fourth of these crashes happened at intersections or near intersection locations. This high …
fourth of these crashes happened at intersections or near intersection locations. This high …
Investigation of work zone crash casualty patterns using association rules
Investigation of the casualty crash characteristics and contributory factors is one of the high-
priority issues in traffic safety analysis. In this paper, we propose a method based on …
priority issues in traffic safety analysis. In this paper, we propose a method based on …
[HTML][HTML] Factors influencing the patterns of wrong-way driving crashes on freeway exit ramps and median crossovers: Exploration using 'Eclat'association rules to …
Wrong-way driving (WWD) has been a constant traffic safety problem in certain types of
roads. These crashes are mostly associated with fatal or severe injuries. This study aims to …
roads. These crashes are mostly associated with fatal or severe injuries. This study aims to …
Understanding speeding behavior from naturalistic driving data: Applying classification based association rule mining
Speeding is considered as one of the most significant contributing factors to severe traffic
crashes. Understanding the associations between trip/driving/roadways features and …
crashes. Understanding the associations between trip/driving/roadways features and …
Supervised association rules mining on pedestrian crashes in urban areas: identifying patterns for appropriate countermeasures
ABSTRACT In 2011, 4,432 pedestrians were killed (14% of total traffic crash fatalities), and
69,000 pedestrians were injured in vehicle-pedestrian crashes in the United States …
69,000 pedestrians were injured in vehicle-pedestrian crashes in the United States …
Using trajectory-level SHRP2 naturalistic driving data for investigating driver lane-kee** ability in fog: An association rules mining approach
The presence of fog has a significant adverse impact on driving. Reduced visibility due to
fog obscures the driving environment and greatly affects driver behavior and performance …
fog obscures the driving environment and greatly affects driver behavior and performance …
Unraveling the patterns of critical contributory factors and flag-state affiliations linked with maritime incident outcomes
Maritime incidents are complex in nature and result from various factors. Although
researchers have explored the factors influencing maritime safety, it is unclear how the …
researchers have explored the factors influencing maritime safety, it is unclear how the …
Applying association rules mining to investigate pedestrian fatal and injury crash patterns under different lighting conditions
The pattern of pedestrian crashes varies greatly depending on lighting circumstances,
emphasizing the need to examine pedestrian crashes in various lighting conditions. Using …
emphasizing the need to examine pedestrian crashes in various lighting conditions. Using …
[HTML][HTML] Investigating pedestrian crash patterns at high-speed intersection and road segments: Findings from the unsupervised learning algorithm
Pedestrian crashes at high-speed locations are a persistent road safety concern. Driving at
high speeds means that the driver has less time to react and make evasive maneuvers to …
high speeds means that the driver has less time to react and make evasive maneuvers to …