Marta Guimarães

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Orbit Determination

Upper And Lower Bounds

Diffusion Models

Prior Probabilities

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Ricardo Ferreira, Filipa Valdeira, Marta Guimarães, Cláudia Soares
Generalizing Trilateration: Approximate Maximum Likelihood Estimator for Initial Orbit Determination in Low-Earth Orbit. CoRR (2024)
João Simões Catulo, Cláudia Soares, Marta Guimarães
Predicting the Probability of Collision of a Satellite with Space Debris: A Bayesian Machine Learning Approach. CoRR (2023)
Ricardo Ferreira, Marta Guimarães, Filipa Valdeira, Cláudia Soares
One-Shot Initial Orbit Determination in Low-Earth Orbit. CoRR (2023)
Francisco M. Caldas, Cláudia Soares, Cláudia Nunes, Marta Guimarães
Conjunction Data Messages for Space Collision Behave as a Poisson Process. CoRR (2023)
Marta Guimarães, Cláudia Soares, Chiara Manfletti
Statistical Learning of Conjunction Data Messages Through a Bayesian Non-Homogeneous Poisson Process. CoRR (2023)
Marta Guimarães, Cláudia Soares, Chiara Manfletti
Predicting the Position Uncertainty at the Time of Closest Approach with Diffusion Models. CoRR (2023)
João Funenga, Marta Guimarães, Henrique Costa, Cláudia Soares
Finding Real-World Orbital Motion Laws from Data. CoRR (2023)
Ricardo Ferreira, Cláudia Soares, Marta Guimarães
Probability of Collision of satellites and space debris for short-term encounters: Rederivation and fast-to-compute upper and lower bounds. CoRR (2023)
Marta Guimarães, Cláudia Soares, Chiara Manfletti
Taxonomy for Resident Space Objects in LEO: A Deep Learning Approach. CoRR (2023)
Marta Guimarães, Cláudia Soares, Rodrigo M. M. Ventura
Decision Support Models for Predicting and Explaining Airport Passenger Connectivity From Data. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Marta Guimarães, Claudia Soares, Rodrigo M. M. Ventura
Decision Support Models for Predicting and Explaining Airport Passenger Connectivity from Data. CoRR (2021)
Francisco Caldas, Claudia Soares, Cláudia Nunes, Marta Guimarães, Mariana Filipe, Rodrigo Ventura
Conjunction Data Messages behave as a Poisson Process. CoRR (2021)