Sónia Dias

According to our database, Sónia Dias authored at least 6 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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., December, 2025

Classification of Internet Traffic: A Distributional Data Approach.

Sónia Dias, Paula Brito, Paula Amaral

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

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

Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

2021

Discriminant analysis of distributional data via fractional programming.

Sónia Dias, Paula Brito, Paula Amaral

Eur. J. Oper. Res., 2021

2017

Off the beaten track: A new linear model for interval data.

Sónia Dias, Paula Brito

Eur. J. Oper. Res., 2017

2015

Linear regression model with histogram-valued variables.

Sónia Dias, Paula Brito

Stat. Anal. Data Min., 2015