TY - JOUR AU - Abellán Mulero, Joaquín AU - Mantas Ruiz, Carlos Javier AU - García Castellano, Francisco Javier PY - 2018 UR - https://hdl.handle.net/10481/88260 AB - The application of classifiers on data represents an important help in a process of decision making. Any classifier, or other method used for knowledge extraction, suffers a deterioration when it is applied on data with noise. Credal C4.5 (CC4.5) is a... LA - eng PB - Elsevier KW - Classification KW - Decision trees KW - Imprecise probabilities KW - Uncertainty measures KW - Noisy data TI - AdaptativeCC4. 5: Credal C4. 5 with a rough class noise estimator DO - 10.1016/j.eswa.2017.09.057 ER -