Carlos Fernandez-Lozano

All papers authored by Carlos Fernandez-Lozano

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2020 Alba Arceo-Vilas, Carlos Fernandez-Lozano

, Alejandro Pazos

Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniques

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2016 Carlos Fernandez-Lozano

, Jose-Antonio Seoane, Marcos Gestal, Tom R. Gaunt

, Julian Dorado, Alejandro Pazos, Colin Campbell

Texture analysis in gel electrophoresis images using an integrative kernel-based approach

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2015 Enrique Fernandez-Blanco, Cristian Robert Munteanu, Daniel Rivero, Marcos Gestal, Carlos Fernandez-Lozano

, Norberto Ezquerra, C. R. Munteanu, Julian Dorado

A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications

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Georgia Tsiliki, Cristian R. Munteanu, Jose A. Seoane, Carlos Fernandez-Lozano

, Haralambos Sarimveis, Egon L. Willighagen

RRegrs: an R package for computer-aided model selection with multiple regression models

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Cristian R. Munteanu, António C. Pimenta, Carlos Fernandez-Lozano

, André Melo

, Maria N. D. S. Cordeiro

, Irina S. Moreira

Solvent Accessible Surface Area-Based Hot-Spot Detection Methods for Protein–Protein and Protein–Nucleic Acid Interfaces

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Carlos Fernandez-Lozano

, Jose A. Seoane, Marcos Gestal, Tom R. Gaunt, Julian Dorado, Colin Campbell

Texture classification using feature selection and kernel-based techniques

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2014 Alvaro Rodriguez, Carlos Fernandez-Lozano

, Julian Dorado, Juan R. Rabuñal

Two-dimensional gel electrophoresis image registration using block-matching techniques and deformation models

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Carlos Fernandez-Lozano

, Marcos Gestal, Nieves Pedreira, Julian Dorado, Alejandro Pazos

High Order Texture-Based Analysis in Biomedical Images

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Carlos Fernandez-Lozano

, Enrique Fernández-Blanco, Kirtan Dave, Nieves Pedreira, Marcos Gestal, Julián Dorado, Cristian R. Munteanu

Improving enzyme regulatory protein classification by means of SVM-RFE feature selection

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Carlos Fernandez-Lozano

, Jose A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado

Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics

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2013 Carlos Fernandez-Lozano

, Marcos Gestal, Nieves Pedreira-Souto, Lucian Postelnicu, Julian Dorado, Cristian R. Munteanu

Kernel-Based Feature Selection Techniques for Transport Proteins Based on Star Graph Topological Indices

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Vanessa Aguiar-Pulido, Marcos Gestal, Carlos Fernandez-Lozano

, Daniel Rivero, Cristian R. Munteanu

Applied Computational Techniques on Schizophrenia Using Genetic Mutations

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Carlos Fernandez-Lozano

, Jose A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado

2D-PAGE Texture classification using support vector machines and genetic algorithms. An hybrid approach for texture image analysis

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C. Fernandez-Lozano

, J. A. Seoane, M. Gestal, D. Rivero, J. Dorado, A. Pazos

A texture-based classification method for proteins in two-dimensional electrophoresis gel images: A feature selection method using Support Vector Machines and Genetic Algorithms

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C. Fernandez Lozano

, C. Canto, M. Gestal, J. M. Andrade Garda, J. R. Rabuñal, J. Dorado, A. Pazos

Hybrid Model Based on Genetic Algorithms and SVM Applied to Variable Selection within Fruit Juice Classification

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Carlos Fernandez-Lozano

, Jose A. Seoane, Marcos Gestal, I. Rojas, Tom R. Gaunt

, G. Joya, Colin Campbell, J. Gabestany

Texture Classification Using Kernel-Based Techniques

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Carlos Fernandez Lozano

, Alvaro Rodriguez Tajes, Cristina Ruiz Romero, Jose A. Seoane

Spot matching in 2D electrophoresis experiments

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2012 A. Rodriguez, C. Fernandez-Lozano

, J.-A. Seoane, Rabuñal, J. Dorado

Analysis of deformation processes using block-matching techniques

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2011 Alvaro Rodriguez, Carlos Fernandez-Lozano

, Jose-Antonio Seoane, Juan R. Rabunal, Julian Dorado

Motion estimation in real deformation processes based on block-matching techniques

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All papers authored by Carlos Fernandez-Lozano