Monika Filipovska

According to our database, Monika Filipovska authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Physics-Informed Bayesian Deep Learning for Traffic State Estimation and Uncertainty Quantification.

Archie J. Huang, Monika Filipovska

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

2023

Spatio-Temporal Characterization of Stochastic Dynamic Transportation Networks.

Monika Filipovska, Hani S. Mahmassani

IEEE Trans. Intell. Transp. Syst., September, 2023

Networkwide Traffic State Forecasting Using Exogenous Information: A Multi-Dimensional Graph Attention-Based Approach.

Syed Islam, Monika Filipovska

CoRR, 2023

2022

Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach.

Bin Lei, Shaoyi Huang, Caiwen Ding, Monika Filipovska

CoRR, 2022

Anticipatory Fleet Repositioning for Shared-use Autonomous Mobility Services: An Optimization and Learning-Based Approach.

Monika Filipovska, Michael Hyland, Haimanti Bala

CoRR, 2022

2020

Reliable Least-Time Path Estimation and Computation in Stochastic Time-Varying Networks with Spatio-Temporal Dependencies.

Monika Filipovska, Hani S. Mahmassani

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020