
Maria Paula de Pinho de Brito Duarte Silva
I am Associate Professor at the School of Economics of the University of Porto, where I teach Statistics and Multivariate Data Analysis, at undergraduate and post-graduate (Master, PhD) levels, and member of the Artificial Intelligence and Decision Support Lab (LIAAD) of INESC-TEC. I hold a doctorate degree in Applied Mathematics from the University of Paris Dauphine (1991).
My current research focuses on the analysis of multidimensional complex data, known as symbolic data - data representing inherent variability, in the form of intervals or distributions - for which I develop statistical approaches and multivariate analysis methodologies. I am generally interested in multivariate data analysis, with particular incidence in clustering methods.
Projects
Publications
Clustering of symbolic data
Brito, P;
2015
Handbook of Cluster Analysis
Anomaly detection-based undersampling for imbalanced classification problems
Park, YJ;Brito, P;Ma, YC;
2024
ENGINEERING OPTIMIZATION
Classification and Data Science in the Digital Age
Brito, P;Dias, JG;Lausen, B;Montanari, A;Nugent, R;
2023
Studies in Classification, Data Analysis, and Knowledge Organization
Preface
Brito, P;Dias, G;Lausen, B;Montanari, A;Nugent, R;
2023
Studies in Classification, Data Analysis, and Knowledge Organization
Supervised theses
Recommender Systems for vote prediction
Rita Lima Cardoso
UP-FCUP