Ángeles Rodríguez de Cara

VG-TIE: An interpretable tabular-to-image encoding method based on visibility graphs

Experiments show that VG-TIE is competitive with other tabular-to-image methods while providing interpretability on feature importance and ranking similar to intrinsic interpretable methods, and highlights the potential of the proposed image-based transformation to provide an effective framework that expands the use of...