Work zone safety remains a persistent concern in the United States. Color patterns are an effective way to provide visual information for drivers. Existing studies explored the colors of work zone … [Read more...] about Exploration of Color Patterns for Improving Work Zone Safety and Perception
Crash Analysis
Analysing Roadwork Zone Incursions and Accidents Using A Sustainable GenAI System
Roadwork zone incursions, which refer to unauthorized or unintended entries into restricted work areas, present significant safety hazards and often lead to road accidents. While these incidents … [Read more...] about Analysing Roadwork Zone Incursions and Accidents Using A Sustainable GenAI System
Assessing Injury Risk Factors Among Construction Workers in Highway Work Zones
Construction workers in highway work zones frequently encounter considerable injury risks. Numerous hazards, including heavy equipment, vehicular traffic, and challenging environmental conditions, … [Read more...] about Assessing Injury Risk Factors Among Construction Workers in Highway Work Zones
Integrated Framework for Reliable Work Zone Crash Classification: Combining Data Validation, Machine Learning Ensembles, and Natural Language Methods
This paper presents a comprehensive, publication-ready investigation into the problem of reliable work zone crash classification and risk prediction using an integrated pipeline that emphasizes … [Read more...] about Integrated Framework for Reliable Work Zone Crash Classification: Combining Data Validation, Machine Learning Ensembles, and Natural Language Methods
To Balance or Not to Balance? Applying a Machine Learning Technique to Oversample Severe Injury Crashes in Work Zones
Road work zones (WZs) are increasingly common due to aging infrastructure and the need for capacity enhancement, presenting significant safety risks characterized by narrow lanes, uneven traffic flow, … [Read more...] about To Balance or Not to Balance? Applying a Machine Learning Technique to Oversample Severe Injury Crashes in Work Zones
Toward Safer Work Zones: Predictive Model of Construction Risk of Work Zone on Taiwan’s Freeways
This study analyzes the risk factors associated with engineering vehicle accidents in freeway construction zones in central Taiwan, based on 2,952 accident and environmental records collected from … [Read more...] about Toward Safer Work Zones: Predictive Model of Construction Risk of Work Zone on Taiwan’s Freeways