Bayesian estimation of the Origin-Destination matrix using traffic flow dynamics. - Yiolanda Englezou; Stelios Timotheou; Christos G. Panayiotou (ITSC, 2019)

Estimating the Origin-Destination Matrix using link count observations from Unmanned Aerial Vehicles. - Yiolanda Englezou; Stelios Timotheou; Christos G. Panayiotou (ITSC, 2021)

Estimating the posterior predictive distribution of the traffic density in multi-lane highways using spacing measurements. - Victor Kyriacou; Yiolanda Englezou; Christos G. Panayiotou; Stelios Timotheou (ITSC, 2021)

Estimating the origin-destination matrix using link count observations and traffic flow dynamics. - Yiolanda Englezou; Stelios Timotheou; Christos G. Panayiotou (ITSC, 2022)

Approximate Laplace importance sampling for the estimation of expected Shannon information gain in high-dimensional Bayesian design for nonlinear models. - Yiolanda Englezou; Timothy W. Waite; David C. Woods (Stat. Comput., 2022)

A Probabilistic Approach for the Calibration of Incomplete Microscopic Traffic Models. - Yiolanda Englezou; Stelios Timotheou; Christos G. Panayiotou (ITSC, 2023)

Low Complexity Heuristics for Multi-Objective Sensor Placement in Traffic Networks. - Marina Sofokleous; Yiolanda Englezou; Aristotelis Savva; Stelios Timotheou; Christos G. Panayiotou (ITSC, 2023)

Towards efficient traffic state estimation using sparse UAV-based data in urban networks. - Kyriacos Theocharides; Charalambos Menelaou; Yiolanda Englezou; Stelios Timotheou (MED, 2023)

Bayesian Traffic State Estimation Using Extended Floating Car Data. - Victor Kyriacou; Yiolanda Englezou; Christos G. Panayiotou; Stelios Timotheou (IEEE Trans. Intell. Transp. Syst., 2023)

A Probabilistic Optimal UAV Trajectory Planning Approach to Minimise the Uncertainty of Traffic Density Estimations. - Yiolanda Englezou; Stelios Timotheou; Christos G. Panayiotou (ITSC, 2024)

Path-Based Origin-Destination Matrix Estimation Utilizing Macroscopic Traffic Dynamics. - Yiolanda Englezou; Stelios Timotheou; Christos G. Panayiotou (IEEE Trans. Intell. Transp. Syst., 2024)

Fault-Adaptive Traffic Demand Estimation Using Network Flow Dynamics. - Yiolanda Englezou; Stelios Timotheou; Christos G. Panayiotou (IEEE Trans. Intell. Transp. Syst., 2025)