Detection of invalid AIS messages using machine learning techniques. - Jessica N. A. Campbell; Anthony W. Isenor; Martha Dais Ferreira (ICMCIS, 2022)

Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories. - Martha Dais Ferreira; Jessica N. A. Campbell; Evan Purney; Amílcar Soares 001; Stan Matwin (Int. J. Geogr. Inf. Sci., 2023)

Generation of Vessel Track Characteristics Using a Conditional Generative Adversarial Network (CGAN). - Jessica N. A. Campbell; Martha Dais Ferreira; Anthony W. Isenor (Appl. Artif. Intell., 2024)

A novel RNN architecture to improve the precision of ship trajectory predictions. - Martha Dais Ferreira; Jessica N. A. Campbell (Appl. Artif. Intell., 2025)