PBC

WHAT IS PBC?

It is a set of three Patterns Based Classifiers: PBC4cip [1], mvPBC4cip [2], and PBC4occ (Under Review).

REFERENCES

[1] O. Loyola-González, M. A. Medina-Pérez, J. F. Martínez-Trinidad, J. A. Carrasco-Ochoa, R. Monroy, M. García-Borroto, "PBC4cip: A new contrast pattern-based classifier for class imbalance problems," Knowledge-Based Systems, vol. 115, pp. 100-109, 2017. (Q1, IF: 4.396)

[2] L. Cañete-Sifuentes, R. Monroy, M. A. Medina-Pérez, O. Loyola-González, F. Vera Voronisky, "Classification based on multivariate contrast patterns," IEEE Access, vol. 7, pp. 55744-55762, 2019. (Q1, IF: 4.098)