On the trace ratio method and Fisher's discriminant analysis for robust multigroup classification. - Giulia Ferrandi; Igor V. Kravchenko; Michiel E. Hochstenbach; M. Rosário Oliveira (CoRR, 2022)

Theoretical derivation of interval principal component analysis. - Rodrigo Girão Serrão; M. Rosário Oliveira; Lina Oliveira (Inf. Sci., 2023)

Detection of Internet-wide traffic redirection attacks using machine learning techniques. - Ana Subtil; M. Rosário Oliveira; Rui Valadas; Paulo Salvador 001; António Pacheco 001 (IET Networks, 2023)

A subspace method for large-scale trace ratio problems. - Giulia Ferrandi; Michiel E. Hochstenbach; M. Rosário Oliveira (Comput. Stat. Data Anal., 2025)