Measuring the Effect of Categorical Encoders in Machine Learning Tasks Using Synthetic Data. - Eric Valdez-Valenzuela; Angel Kuri-Morales; Helena Gómez-Adorno (MICAI (1), 2021)

CESAMMO: Categorical Encoding by Statistical Applied Multivariable Modeling. - Eric Valdez-Valenzuela; Angel Kuri-Morales; Helena Gómez-Adorno (MICAI (1), 2022)

Statistical Evaluation of CESAMO Encoder for Pattern Preservation in Categorical Data. - Eric Valdez-Valenzuela; Angel Kuri-Morales; Helena Gómez-Adorno (MCPR, 2024)

Statistical Evaluation of Categorical Encoders for Pattern Preservation in Machine Learning Tasks. - Eric Valdez-Valenzuela; Angel Kuri-Morales; Helena Gómez-Adorno (Int. J. Comb. Optim. Probl. Informatics, 2024)