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Paulo Jorge Azevedo
Senior Researcher
I am a Lecturer at the Department of Informatics at the University of Minho. I am also a researcher at HASLab/INESC TEC. My research interest focus mainly on machine learning and data mining. Occasionally, I participate in Bioinformatics research projects involving analysis of molecular dynamic simulations of protein folding/unfolding.
I hold a PhD in Computing from Imperial College (University of London) where I did research in logic programming. I have been working on the development of association rules mining algorithms and novel patterns to capture distribution learning. I also have interest in social network analysis, graph mining, subgroup mining and motif discovery in time series.
Publications
Spatial Clustering of Molecular Dynamics Trajectories in Protein Unfolding Simulations
Ferreira, PG;Silva, CG;Azevedo, PJ;Brito, RMM;
2009
COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS
Rules for contrast sets
Azevedo, PJ;
2010
INTELLIGENT DATA ANALYSIS
Evaluating deterministic motif significance measures in protein databases
Ferreira, PG;Azevedo, PJ;
2007
ALGORITHMS FOR MOLECULAR BIOLOGY
Deterministic motif mining in protein databases
Ferreira, PG;Azevedo, PJ;
2007
Successes and New Directions in Data Mining
Supervised Theses
Active Learning and Intelligent Queues
Miguel Lobo Pinto Leite
M - 2019
UM-EEUM
Active Learning for fraud Detection
Miguel Lobo Pinto Leite
M - 2020
UM-EEUM
Interpretabilidade em Aprendizagem Máquina num Contexto de Modelos de Regressão Caixa Negra
João Pedro Torres Pimentel
M - 2021
UM-EEUM
Formalization of Deep Learning Techniques with the Why3 Proof Platform
Márcio Alexandre Mota Sousa
M - 2022
UM-EEUM
