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Artur Grigorev 0001

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affiliation: University of Technology Sydney, Sydney, NSW, Australia

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2020 – today

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2024
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Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Fang Chen:
Automatic Accident Detection, Segmentation and Duration Prediction Using Machine Learning. IEEE Trans. Intell. Transp. Syst. 25(2): 1547-1568 (2024)
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  - journals/corr/abs-2403-13547
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Artur Grigorev, Khaled Saleh, Yuming Ou, Adriana Simona Mihaita:
Integrating Large Language Models for Severity Classification in Traffic Incident Management: A Machine Learning Approach. CoRR abs/2403.13547 (2024)
2023
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Artur Grigorev, Khaled Saleh, Adriana Simona Mihaita:
Traffic Accident Risk Forecasting using Contextual Vision Transformers with Static Map Generation and Coarse-Fine-Coarse Transformers. ITSC 2023: 4762-4769
2022
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Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Massimo Piccardi:
Traffic incident duration prediction via a deep learning framework for text description encoding. ITSC 2022: 1770-1777
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Khaled Saleh, Artur Grigorev, Adriana Simona Mihaita:
Traffic Accident Risk Forecasting using Contextual Vision Transformers. ITSC 2022: 2086-2092
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  - journals/corr/abs-2205-05197
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Artur Grigorev, Adriana Simona Mihaita, Seunghyeon Lee, Fang Chen:
Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisation. CoRR abs/2205.05197 (2022)
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  - journals/corr/abs-2209-08735
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Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Massimo Piccardi:
Traffic incident duration prediction via a deep learning framework for text description encoding. CoRR abs/2209.08735 (2022)
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  - journals/corr/abs-2209-11180
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Khaled Saleh, Artur Grigorev, Adriana Simona Mihaita:
Traffic Accident Risk Forecasting using Contextual Vision Transformers. CoRR abs/2209.11180 (2022)
2021
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Artur Grigorev, Tuo Mao, Adam Berry, Joachim Tan, Loki Purushothaman, Adriana Simona Mihaita:
How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approach. ITSC 2021: 1635-1642
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  - journals/corr/abs-2110-14064
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Artur Grigorev, Tuo Mao, Adam Berry, Joachim Tan, Loki Purushothaman, Adriana Simona Mihaita:
How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approach. CoRR abs/2110.14064 (2021)

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