Thiago Ambiel

Interpretable Components Using Genetic Programming Employing Instruction-like Structure

2024

This paper introduces a novel feature extraction method, IGP, that generates components through both linear and non-linear combinations of features using Genetic Programming (GP). Unlike traditional GP approaches that rely on expression trees, IGP utilizes …