Refining Exoplanet Detection Using Supervised Learning and Feature Engineering. - Margarita Constanza Bugueño; Francisco Alejandro Mena; Mauricio Araya (CLEI, 2018)

Applying Self-attention for Stance Classification. - Margarita Constanza Bugueño; Marcelo Mendoza (CIARP, 2019)

An Empirical Analysis of Rumor Detection on Microblogs with Recurrent Neural Networks. - Margarita Constanza Bugueño; Gabriel Sepulveda; Marcelo Mendoza (HCI (13), 2019)

Learning to Detect Online Harassment on Twitter with the Transformer. - Margarita Constanza Bugueño; Marcelo Mendoza (PKDD/ECML Workshops (2), 2019)

Classical Machine Learning Techniques in the Search of Extrasolar Planets. - Francisco Alejandro Mena; Margarita Constanza Bugueño; Mauricio Araya (CLEI Electron. J., 2019)

Harnessing the power of CNNs for unevenly-sampled light-curves using Markov Transition Field. - Margarita Constanza Bugueño; Gabriel Molina; Francisco Alejandro Mena; P. Olivares; Mauricio Araya (Astron. Comput., 2021)