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...

BioAutoML: Democratizing Machine Learning in Life Sciences

Forecasting Financial Networks Using Machine Learning to Portfolio Management

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