Proactive traffic safety management systems can monitor traffic conditions in real-time,
identify the formation of unsafe traffic dynamics, and implement suitable interventions to …

Urban anomalies may result in loss of life or property if not handled properly. Automatically
alerting anomalies in their early stage or even predicting anomalies before happening is of …

Real-time safety evaluation is essential for developing proactive safety management
strategy and improving the overall traffic safety. This paper proposes a method for real-time …

Any intelligent traffic monitoring system must be able to detect anomalies such as traffic
accidents in real-time. In this paper, we propose a Decision-Tree enabled approach …

Crash Detection is essential in providing timely information to traffic management centers
and the public to reduce its adverse effects. Prediction of crash risk is vital for avoiding …

With the availability of large volumes of real-time traffic flow data along with traffic accident
information, there is a renewed interest in the development of models for the real-time …

Real-time crash risk prediction using traffic data collected from loop detector stations is
useful in dynamic safety management systems aimed at improving traffic safety through …

The concept of measuring the crash risk for a very short time window in near future is
gaining more practicality due to the recent advancements in the fields of information systems …

This research investigates the changes of traffic characteristics and crash risks during fog
conditions. Using real-time traffic flow and weather data at two regions in Florida, the traffic …

Purpose–This chapter overviews surrogate measures of safety to help better understand the
related challenges and opportunities. The chapter is meant to serve as a primer for …