Linear regression model with histogram-valued variables. - Sónia Dias; Paula Brito (Stat. Anal. Data Min., 2015)

Off the beaten track: A new linear model for interval data. - Sónia Dias; Paula Brito (Eur. J. Oper. Res., 2017)

Discriminant analysis of distributional data via fractional programming. - Sónia Dias; Paula Brito; Paula Amaral 001 (Eur. J. Oper. Res., 2021)

Enhancing Dyeing Processes with Machine Learning: Strategies for Reducing Textile Non-Conformities. - Mariana Carvalho; Ana Borges; Alexandra Gavina; Lídia Duarte; Joana Leite; Maria João Polidoro; Sandra M. Aleixo; Sónia Dias (KDIR, 2024)

General practitioners' perceptions on decision aids in healthcare: a qualitative study in Portugal. - Mafalda Proença-Portugal; Bruno Heleno; Sónia Dias; Ana Gama; Sofia Baptista (BMC Medical Informatics Decis. Mak., 2025)