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Díez-Pastor, José Francisco; del Val, Alain Gil; Veiga, Fernando; Bustillo, Andrés

High-accuracy classification of thread quality in tapping processes with ensembles of classifiers for imbalanced learning Journal Article

In: Measurement, vol. 168, no. 108328, 2021, ISSN: 0263-2241.

Abstract | Links | BibTeX | Tags: Bagging, Cutting taps, Imbalanced datasets, Quality assessment, Threading


Díez-Pastor, José Francisco; Rodríguez, Juan José; García-Osorio, César; Kuncheva, Ludmila I

Random Balance: Ensembles of variable priors classifiers for imbalanced data Journal Article

In: Knowledge-Based Systems, vol. 85, pp. 96-111, 2015, ISSN: 0950-7051.

Abstract | Links | BibTeX | Tags: AdaBoost, Bagging, Class-imbalanced problems, Classifier ensembles, Data Mining, Ensemble methods, SMOTE, Undersampling


Maudes, Jesús; Rodríguez, Juan José; García-Osorio, César; García-Pedrajas, Nicolás

Random Feature Weights for Decision Tree Ensemble Construction Journal Article

In: Information Fusion, vol. 13, no. 1, pp. 20-30, 2012, ISSN: 1566-2535.

Links | BibTeX | Tags: Bagging, Boosting, Classifier ensembles, Data Mining, Decision trees, Ensemble methods, Random forest