Automatic feature quantification in data clustering tasks

Utilização de aprendizado de máquina para a adaptação de estruturas em hipermídia...

Imbalanced classification tasks: measuring data complexity and recommending tech...

Techniques for the problem of imbalanced data in hierarchical classification

On the automatic design of decision-tree induction algorithms

LEGAL-Tree: a lexocographic genetic algorithm for learning decision trees

Symbolic knowledge extraction from black-box machine learning techniques with ranking...

Forecasting Financial Networks Using Machine Learning to Portfolio Management

Characterization of complex networks of Brazilian business transactions built through...

Neural networks and genetic algorithms for hierarchical multi-label classificati...