Publications

Andrews curves Applied Machine Learning Bagging Boosting Business intelligence Chomsky normal form Class-imbalanced problems Classifier ensembles Cocke-Younger-Kasami algorithm Computer Science teaching Data analysis Data Mining Data visualization Decision trees Disturbing neighbors End of studies project Ensemble methods Ensembles Exploratory data analysis Exploratory projection pursuit Face milling Finite automata Imbalanced data Instance selection Linear projections LL parsing Machine learning Multi-label classification Neural networks Random forest Random oracles Regression Regression ensembles Regression trees Regular expressions Rotation forest Self organizing maps SMOTE Support vector machines surface roughness

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2012

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

Supervised subspace projections for constructing ensembles of classifiers Journal Article

In: Information Sciences, 193 , pp. 1–21, 2012, ISSN: 0020-0255, (Accepted).

Links | BibTeX | Tags: Classification, Ensemble methods, Subspace methods, Supervised projections

2011

García-Pedrajas, Nicolás; García-Osorio, César

Constructing ensembles of classifiers using supervised projection methods based on misclassified instances Journal Article

In: Expert Systems with Applications, 38 (1), pp. 343–359, 2011, ISSN: 0957-4174.

Links | BibTeX | Tags: Boosting, Classification, Data Mining, Linear projections, Subspace methods