FWDselect: An R Package for Variable Selection in Regression Models. - Marta Sestelo; Nora M. Villanueva; Luís Meira-Machado; Javier Roca-Pardiñas (R J., 2016)

SIMPLIFY ITS: An intelligent tutoring system based on cognitive diagnosis models and spaced learning. - Nora M. Villanueva; Andres Estevez Costas; David Fernandez Hermida; Agustín Cañas Rodríguez (EDUCON, 2018)

A Survey on the State of the Art of Vulnerability Assessment Techniques. - Eva Sotos Martínez; Nora M. Villanueva; Lilian Adkinson-Orellana (CISIS-ICEUTE, 2021)

clustcurv: An R Package for Determining Groups in Multiple Curves. - Nora M. Villanueva; Marta Sestelo; Luís Meira-Machado; Javier Roca-Pardiñas (R J., 2021)

Explainable generalized additive neural networks with independent neural network training. - Ines Ortega-Fernandez; Marta Sestelo; Nora M. Villanueva (Stat. Comput., 2024)

Correction to: Explainable generalized additive neural networks with independent neural network training. - Ines Ortega-Fernandez; Marta Sestelo; Nora M. Villanueva (Stat. Comput., 2024)

Cybersecurity threat detection based on a UEBA framework using Deep Autoencoders. - Jose Fuentes; Ines Ortega-Fernandez; Nora M. Villanueva; Marta Sestelo (CoRR, 2025)