Nicolette Formosa

Predicting real-time traffic conflicts using deep learning

Nicolette Formosa, Mohammed Quddus, Stephen Ison et al. · Accident Analysis & Prevention · 2020 · 203 citations · Full text

Intelligent Traffic Management, Engineering, Real-time Traffic Conflicts +6

Appraising Machine and Deep Learning Techniques for Traffic Conflict Prediction with Class Imbalance

Nicolette Formosa, Mohammed Quddus, Cheuk Ki Man et al. · Data Science for Transportation · 2023 · 13 citations

Intelligent Traffic Management, Engineering, Machine Learning +10

A New Modeling Approach for Predicting Vehicle-Based Safety Threats

Nicolette Formosa, Mohammed Quddus, Stephen Ison et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 12 citations · Full text

Navigating the Road to Connectivity: Use Cases and Design Considerations for V2X Networks Using Millimeter-Wave 5G Beam-Steering Antennas

Aakash Bansal, Nicolette Formosa · 2023 · 12 citations

Validating a Traffic Conflict Prediction Technique for Motorways Using a Simulation Approach

Nicolette Formosa, Mohammed Quddus, Alkis Papadoulis et al. · Sensors · 2022 · 10 citations · Full text