Hanna Grzybowska

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Sensitivity Analysis

Public Transport

Sparsity Inducing

Traffic Density

Top Venues

J. Intell. Transp. Syst.

Publications

Artur Grigorev, Sajjad Shafiei, Hanna Grzybowska, Adriana Simona Mihaita
Predicting the duration of traffic incidents for Sydney greater metropolitan area using machine learning methods. CoRR (2024)
Sajjad Shafiei, Hussein Dia, Wen Wu, Hanna Grzybowska, A. Kai Qin
An Agent-Based Simulation Approach for Urban Road Pricing Considering the Integration of Autonomous Vehicles With Public Transport. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Qiyuan Zhu, A. Kai Qin, Prabath Abeysekara, Hussein Dia, Hanna Grzybowska
Decentralised Traffic Incident Detection via Network Lasso. CoRR (2024)
Bo Wang, A. K. Qin, Sajjad Shafiei, Hussein Dia, Adriana Simona Mihaita, Hanna Grzybowska
Training Physics- Informed Neural Networks via Multi-Task Optimization for Traffic Density Prediction. IJCNN (2023)
Dong Zhao, Adriana Simona Mihaita, Yuming Ou, Hanna Grzybowska
Modelling public transport disruptions and impact by smart-card data. ITSC (2023)
Sajjad Shafiei, Eileen Wang, Hanna Grzybowska, Chen Cai
Arterial corridor travel time prediction under non-recurring conditions. J. Intell. Transp. Syst. 27 (3) (2023)
Bo Wang, A. K. Qin, Sajjad Shafiei, Hussein Dia, Adriana Simona Mihaita, Hanna Grzybowska
Training Physics-Informed Neural Networks via Multi-Task Optimization for Traffic Density Prediction. CoRR (2023)
Dong Zhao, Adriana Simona Mihaita, Yuming Ou, Sajjad Shafiei, Hanna Grzybowska, Kai Qin, Gary Tan, Mo Li, Hussein Dia
Traffic disruption modelling with mode shift in multi-modal networks. ITSC (2022)
Darko Frtunik, Amolika Sinha, Hanna Grzybowska, Navreet Virdi, S. Travis Waller, Vinayak V. Dixit
Sensitivity analysis on a dynamic coupling model for V2V communication distance control. ANT/EDI40 (2021)
Hanna Grzybowska, Briscoe Kerferd, Charles Gretton, S. Travis Waller
A simulation-optimisation genetic algorithm approach to product allocation in vending machine systems. Expert Syst. Appl. 145 (2020)
Nima Amini, Hanna Grzybowska, Kasun Wijayaratna, S. Travis Waller
Systemic Evaluation of the HERO-Based Ramp Metering Algorithm Using Microsimulation: Demonstration Analysis Using a Sydney Motorway. ITSC (2015)
Melissa Duell, Nima Amini, Sai Chand, Hanna Grzybowska, Neeraj Saxena, S. Travis Waller
Large-Scale Dynamic Traffic Assignment: Practical Lessons from an Application in Sydney, Australia. ITSC (2015)