Concepedia

Artur Grigorev

AG

6

Publications

161

Citations

6

H-Index

2022

Active since

Affiliations

University of Technology Sydney(Current)

Artur Grigorev is an author at University of Technology Sydney specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningDesignFashionStatisticsData MiningDeep LearningNetwork ScienceComputer Science

Publications per year

2022–2024

6

Publications

6

HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics

Artur Grigorev, Michael J. Black, Otmar Hilliges · 2023 · 61 citations

Geometric Learning, Engineering, Machine Learning +17

Incident duration prediction using a bi-level machine learning framework with outlier removal and intra–extra joint optimisation

Artur Grigorev, Adriana‐Simona Mihăiţă, Seunghyeon Lee et al. · Transportation Research Part C Emerging Technologies · 2022 · 36 citations

Incident Duration Prediction, Machine Learning, Data Science +8

Automatic Accident Detection, Segmentation and Duration Prediction Using Machine Learning

Artur Grigorev, Adriana‐Simona Mihăiţă, Khaled Saleh et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 18 citations

Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification

Artur Grigorev, Khaled Saleh, Yuming Ou et al. · International Journal of Intelligent Transportation Systems Research · 2024 · 18 citations

Traffic Accident Risk Forecasting using Contextual Vision Transformers

Khaled Saleh, Artur Grigorev, Adriana‐Simona Mihăiţă · 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) · 2022 · 17 citations

Rows per page

1–5 of 6