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Articles

[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. 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.

Cañizares-Nolasco, Mari Carmen; García-Pedrajas, María Dolores, "The Fusarium Circinatum Gene Fcrho1, Encoding a Purative Rho1 GTPase, Is Involved in Vegetative Growth but Dispensable for Pathogenic Development", Forests 9 (11), 1-12.

Cañizares-Nolasco, Mari Carmen; García-Pedrajas, María Dolores, "Horizontal and vertical transmission of the hypovirulence-associated mycovirus Fusarium oxysporum f. sp. dianthi virus 1", European Journal of Plant Pathology 152 (2), 645-650.

Sarmiento-Villamil, Jorge Luis; Prieto-Aranda, Pilar; García-Pedrajas, María Dolores, "Characterization of two homeodomain transcription factors with critical but distinct roles in virulence in the vascular pathogen Verticillium dahliae", Molecular Plant Pathology, 19(4), 986–1004.

Cañizares-Nolasco, Mari Carmen; López-Escudero, Francisco Javier; Pérez-Artés, Encarnación; García- Pedrajas, María Dolores, "Characterization of a novel single-stranded RNA mycovirus related to invertebrate viruses from the plant pathogen Verticillium dahliae ", Archives of Virology 163 (3), 771–776.

Cañizares-Nolasco, Mari Carmen; García-Pedrajas, María Dolores; Pérez-Artés, Encarnación, "Fusarium oxysporum f. sp. dianthi virus 1 Accumulation Is Correlated with Changes in Virulence and Other Phenotypic Traits of Its Fungal Host", Phytopathology 108 (8), 957-963.

Cerruela-García, Gonzalo; García-Pedrajas, Nicolás, "Boosted feature selectors: a case study on prediction P-gp inhibitors and substrates", Journal of Computer - Aided Molecular Design, 32 (11), 1273-1294.

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 56 (7), 2085-2098.

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 42, 160-172.

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.

[2017]

N. García-Pedrajas, J. A Romero del Castillo, G. Cerruela-García, "A proposal for local k Values for k-Nearest Neighbour Rule", IEEE Transactions on Neural Networks and Learning Systems 28 (2), 470-475.

[2016]

N. García-Pedrajas, C. Cornelis, "Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets", Applied Soft Computing 44, 75-88.

J. Pérez-Rodríguez, N. García-Pedrajas, "Stepwise approach for combining many sources of evidence for site-recognition in genomic sequences", BMC Bioinformatics 17.

[2015]

J. Pérez-Rodríguez, N. García-Pedrajas, A. G Arroyo-Peña, "Simultaneous instance and feature selection and weighting using evolutionary computation: Proposal and study", Applied Soft Computing 37, 416-443.

[2014]

J. Pérez-Rodríguez, A. G Arroyo-Peña, N. García-Pedrajas, "Improving translation initiation site and stop codon recognition by using more than two classes", Bioinformatics 30 (19), 2702-2708.

A. De Haro-García, N. García-Pedrajas, J. Pérez-Rodríguez, "A Scalable Memetic Algorithm for Simultaneous Instance and Feature Selection", Evolutionary Computation 22, 1-45.

N. García-Pedrajas, A. De Haro-García "Boosting instance selection algorithms", Knowledge-Based Systems 67, 342-360.