How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approach. - Artur Grigorev 001; Tuo Mao; Adam Berry; Joachim Tan; Loki Purushothaman; Adriana Simona Mihaita (ITSC, 2021)

Traffic incident duration prediction via a deep learning framework for text description encoding. - Artur Grigorev 001; Adriana Simona Mihaita; Khaled Saleh; Massimo Piccardi (ITSC, 2022)

Traffic Accident Risk Forecasting using Contextual Vision Transformers. - Khaled Saleh; Artur Grigorev 001; Adriana Simona Mihaita (ITSC, 2022)

Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisation. - Artur Grigorev 001; Adriana Simona Mihaita; Seunghyeon Lee; Fang Chen 001 (CoRR, 2022)

Traffic Accident Risk Forecasting using Contextual Vision Transformers with Static Map Generation and Coarse-Fine-Coarse Transformers. - Artur Grigorev 001; Khaled Saleh; Adriana Simona Mihaita (ITSC, 2023)

Integrating Large Language Models for Severity Classification in Traffic Incident Management: A Machine Learning Approach. - Artur Grigorev 001; Khaled Saleh; Yuming Ou; Adriana Simona Mihaita (CoRR, 2024)

IncidentResponseGPT: Generating Traffic Incident Response Plans with Generative Artificial Intelligence. - Artur Grigorev 001; Khaled Saleh; Yuming Ou (CoRR, 2024)

Automatic Accident Detection, Segmentation and Duration Prediction Using Machine Learning. - Artur Grigorev 001; Adriana Simona Mihaita; Khaled Saleh; Fang Chen 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Predicting the Duration of Traffic Incidents for Sydney Greater Metropolitan Area using Machine Learning Methods. - Artur Grigorev 001; Sajjad Shafiei; Hanna Grzybowska; Adriana Simona Mihaita (Int. J. Intell. Transp. Syst. Res., 2025)

Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification. - Artur Grigorev 001; Khaled Saleh; Yuming Ou; Adriana Simona Mihaita (Int. J. Intell. Transp. Syst. Res., 2025)

Spatial Association Between Near-Misses and Accident Blackspots in Sydney, Australia: A Getis-Ord Gi* Analysis. - Artur Grigorev 001; David Lillo-Trynes; Adriana Simona Mihaita (CoRR, 2025)

Urban Visibility Hotspots: Quantifying Building Vertex Visibility from Connected Vehicle Trajectories using Spatial Indexing. - Artur Grigorev 001; Adriana Simona Mihaita (CoRR, 2025)

Automated Traffic Incident Response Plans using Generative Artificial Intelligence: Part 1 - Building the Incident Response Benchmark. - Artur Grigorev 001; Khaled Saleh; Jiwon Kim; Adriana Simona Mihaita (CoRR, 2025)