Título Evolutionary Extreme Learning Machine for Ordinal Regression
Autores BECERRA ALONSO, DAVID, CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, MARTÍNEZ ESTUDILLO, ALFONSO CARLOS
Publicación externa No
Medio Lect. Notes Comput. Sci.
Alcance Proceedings Paper
Naturaleza Científica
Cuartil JCR 4
Cuartil SJR 2
Impacto SJR 0.34600
Fecha de publicacion 01/01/2012
ISI 000345089800027
Scopus Id 2-s2.0-84869000959
DOI 10.1007/978-3-642-34487-9_27
Abstract This paper presents a novel method for generally adapting ordinal classification models. We essentially rely on the assumption that the ordinal structure of the set of class labels is also reflected in the topology of the instance space. Under this assump
Palabras clave ordinal regression; ordinal classification; extreme learning machine; support vector machine; neural networks
Miembros de la Universidad Loyola

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