Hanna Grzybowska

16 papers B 1Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Predicting the Duration of Traffic Incidents for Sydney Greater Metropolitan Area using Machine Learning Methods.
Int. J. Intell. Transp. Syst. Res.
Artur Grigorev, Sajjad Shafiei, Hanna Grzybowska, Adriana Simona Mihaita
2024 J jnl
An Agent-Based Simulation Approach for Urban Road Pricing Considering the Integration of Autonomous Vehicles With Public Transport.
IEEE Trans. Intell. Transp. Syst.
Sajjad Shafiei, Hussein Dia, Wen Wu, Hanna Grzybowska, A. K. Qin
2024 — conf
An Experimental Study on Decomposition-Based Deep Ensemble Learning for Traffic Flow Forecasting.
AI (1)
Qiyuan Zhu, Alex Kai Qin, Hussein Dia, Adriana Simona Mihaita, Hanna Grzybowska
2024 J jnl
An Experimental Study on Decomposition-Based Deep Ensemble Learning for Traffic Flow Forecasting.
CoRR
Qiyuan Zhu, A. K. Qin, Hussein Dia, Adriana Simona Mihaita, Hanna Grzybowska
2024 J jnl
Decentralised Traffic Incident Detection via Network Lasso.
CoRR
Qiyuan Zhu, A. K. Qin, Prabath Abeysekara, Hussein Dia, Hanna Grzybowska
2024 J jnl
Predicting the duration of traffic incidents for Sydney greater metropolitan area using machine learning methods.
CoRR
Artur Grigorev, Sajjad Shafiei, Hanna Grzybowska, Adriana Simona Mihaita
2023 J jnl
Arterial corridor travel time prediction under non-recurring conditions.
J. Intell. Transp. Syst.
Sajjad Shafiei, Eileen Wang, Hanna Grzybowska, Chen Cai
2023 — conf
Modelling public transport disruptions and impact by smart-card data.
ITSC
Dong Zhao, Adriana Simona Mihaita, Yuming Ou, Hanna Grzybowska
2023 B conf
Training Physics- Informed Neural Networks via Multi-Task Optimization for Traffic Density Prediction.
IJCNN
Bo Wang, A. K. Qin, Sajjad Shafiei, Hussein Dia, Adriana Simona Mihaita, Hanna Grzybowska
2023 J jnl
Training Physics-Informed Neural Networks via Multi-Task Optimization for Traffic Density Prediction.
CoRR
Bo Wang, A. K. Qin, Sajjad Shafiei, Hussein Dia, Adriana Simona Mihaita, Hanna Grzybowska
2022 — conf
Traffic disruption modelling with mode shift in multi-modal networks.
ITSC
Dong Zhao, Adriana Simona Mihaita, Yuming Ou, Sajjad Shafiei, Hanna Grzybowska, Kai Qin, Gary Tan, Mo Li, Hussein Dia
2021 — conf
Sensitivity analysis on a dynamic coupling model for V2V communication distance control.
ANT/EDI40
Darko Frtunik, Amolika Sinha, Hanna Grzybowska, Navreet Virdi, S. Travis Waller, Vinayak V. Dixit
2020 J jnl
A simulation-optimisation genetic algorithm approach to product allocation in vending machine systems.
Expert Syst. Appl.
Hanna Grzybowska, Briscoe Kerferd, Charles Gretton, S. Travis Waller
2018 — ch.
City Logistics.
Handbook of Heuristics
Jaume Barceló, Hanna Grzybowska, Jesús Arturo Orozco
2015 — conf
Large-Scale Dynamic Traffic Assignment: Practical Lessons from an Application in Sydney, Australia.
ITSC
Melissa Duell, Nima Amini, Sai Chand, Hanna Grzybowska, Neeraj Saxena, S. Travis Waller
2015 — conf
Systemic Evaluation of the HERO-Based Ramp Metering Algorithm Using Microsimulation: Demonstration Analysis Using a Sydney Motorway.
ITSC
Nima Amini, Hanna Grzybowska, Kasun Wijayaratna, S. Travis Waller