Automatic feature engineering for regression models with machine learning: An evolutionary computation and statistics hybrid

VV de Melo, W Banzhaf - Information Sciences, 2018 - Elsevier
Symbolic Regression (SR) is a well-studied task in Evolutionary Computation (EC), where
adequate free-form mathematical models must be automatically discovered from observed …

Increasing the prediction quality of software defective modules with automatic feature engineering

AM Nascimento, VV de Melo, LAV Dias… - … -New Generations: 15th …, 2018 - Springer
This paper reviews the main concepts related to software testing, its difficulties and the
impossibility of a complete software test. Then, it proposes an approach to predict which …