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Publications

[2018]

A. de Haro-García, G. Cerruela-García, N. García-Pedrajas, "Ensembles of Feature Selectors for Class-Imbalanced Datasets: A comparative study," submitted.

J. Pérez-Rodríguez, Aida de Haro-García and Nicolás García-Pedrajas, "Floating search methodology for combining classification models for site recognition in DNA sequences", submitted. [source-code]

J. Pérez-Rodríguez, A. de Haro-García, J. A. Romero del Castillo, N. García-Pedrajas, "A general framework for boosting feature subset selection algorithms", Information Fusion 44, 147-175.

G. Cerruela García, N. García-Pedrajas, I. Luque Ruiz and M.Á. Gómez-Nieto, "Molecular activity prediction by means of supervised subspace projection based ensembles of classifiers", SAR and QSAR in Environmental Research 29 (3), 187-212.

A. de Haro-García, J. Pérez-Rodríguez, N. García-Pedrajas, "Combining three strategies for evolutionary instance selection for instance-based learning", Swarm and Evolutionary Computation.

G. Cerruela-García, N. García-Pedrajas, I. Luque Ruiz and M. Á. Gómez-Nieto, "An ensemble approach for in silico prediction of Ames mutagenicity", Journal of Mathematical Chemistry, 1-14.

J. L. Sarmiento‐Villamil, N. E. García‐Pedrajas, L. Baeza‐Montañez, M. D. García-Pedrajas, "The APSES transcription factor Vst1 is a key regulator of development in microsclerotium‐ and resting mycelium‐producing Verticillium species", Molecular plant pathology 19 (1), 59-76.