The proposed project creates an economically viable, user-friendly, versatile, precise, and dependable hazard detection and alert system designed for the seamless integration of heavy fleet vehicles … [Read more...] about Developing a Hazard Detection and Alert System to Prevent Incidents
Crashes
Probabilistic Versus Non-Probabilistic Machine Learning Approaches for Estimating the Severity of Crashes in Construction Work Zones
Roadway work zones often present hazardous conditions for drivers, pedestrians, and construction workers. Understanding the factors contributing to work zone crashes and their severity can assist the … [Read more...] about Probabilistic Versus Non-Probabilistic Machine Learning Approaches for Estimating the Severity of Crashes in Construction Work Zones
Exploring the Root Factors Impacting Work Zone Accidents: A Mixed-Methods Study
Work zones are vital for improving infrastructural utilities yet pose significant dangers for workers and drivers who are often unfamiliar with these areas. Prior research examined various aspects of … [Read more...] about Exploring the Root Factors Impacting Work Zone Accidents: A Mixed-Methods Study
Text Mining-Based Approach for Identifying Critical Accident Causes in Highway Construction
The construction sector is among the most hazardous workplace where workers are more likely to be at risk than in other jobsites. Generally, construction accident reports possess a wealth of empirical … [Read more...] about Text Mining-Based Approach for Identifying Critical Accident Causes in Highway Construction
Identifying High-Risk Workers’ Actions Contributing to Highway Construction Accidents
Analyzing historical construction accident narratives is widely implemented by researchers to understand critical causes of past accidents. Previous studies have identified accident causes and … [Read more...] about Identifying High-Risk Workers’ Actions Contributing to Highway Construction Accidents
Comparing Performance of Different Machine Learning Methods for Predicting Severity of Construction Work Zone Crashes
In 2020, more than 102,000 work zone crashes occurred in the United States, resulting in over 45,000 injuries and more than 850 fatalities. These numbers are higher than 2019 records, despite lower … [Read more...] about Comparing Performance of Different Machine Learning Methods for Predicting Severity of Construction Work Zone Crashes