INESC TEC
INESC TEC
INESC TEC
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Maria Paula de Pinho de Brito Duarte Silva

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

View all publications

Supervised theses

Recommender Systems for vote prediction

Rita Lima Cardoso

UP-FCUP

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