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2018

Gahete, M; del Rio-Moreno, M; Camargo, A; Alcala-Diaz, J F; Alors-Perez, E; Delgado-Lista, J; Reyes, O; Ventura, S; Perez-Martínez, P; Castaño, J P

Changes in Splicing Machinery Components Influence, Precede, and Early Predict the Development of Type 2 Diabetes: From the CORDIOPREV Study Journal Article

EBioMedicine, 37 , pp. 356–365, 2018.

Links | BibTeX | Tags: Feature Selection, Medical Data Mining

2016

Moyano, J M; Gibaja, E; Ventura, S

Una herramienta para analizar conjuntos de datos multi-etiqueta Inproceedings

XVII Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA '16, pp. 857–866, 2016, ISBN: 978-84-9012-632-5.

Links | BibTeX | Tags: Data Preprocessing, Feature Selection, Instance Selection, Multi-label Learning, Multi-view Learning, Software Design and Development

2015

Reyes, O; Morell, C; Ventura, S

Scalable extensions of the ReliefF algorithm for weighting and selecting features on the multi-label learning context Journal Article

Neurocomputing, 161 , pp. 168–182, 2015.

Links | BibTeX | Tags: Data Preprocessing, Feature Selection, Multi-label Learning, Supervised Learning

2013

Zafra, A; Pechenizkiy, M; Ventura, S

HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning Journal Article

Information Sciences, 222 , pp. 282-301, 2013.

Links | BibTeX | Tags: Evolutionary Algorithms, Feature Selection, Multi-instance Learning

2012

Zafra, A; Pechenizkiy, M; Ventura, S

ReliefF-MI: An extension of ReliefF to multiple instance learning Journal Article

Neurocomputing, 75 , pp. 210-218, 2012.

Links | BibTeX | Tags: Feature Selection, Multi-instance Learning

2010

Zafra, A; Pechenizkiy, M; Ventura, S

Reducing dimensionality in multiple instance learning with a filter method Inproceedings

Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, HAIS'10, pp. 35-44, 2010.

Links | BibTeX | Tags: Feature Selection, Multi-instance Learning

Zafra, A; Pechenizkiy, M; Ventura, S

Feature selection is the reliefF for multiple instance learning Inproceedings

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, ISDA'10, pp. 525-532, 2010.

Links | BibTeX | Tags: Feature Selection, Multi-instance Learning