Carlos Fernandez-Lozano

Publications

• Rodriguez, A., Fernandez-Lozano, C., Dorado, J., Rabuñal, J.R. Two-dimensional gel electrophoresis image registration using block-matching techniques and deformation models (2014) Analytical Biochemistry, 454 (1), pp. 53-59. DOI: 10.1016/j.ab.2014.02.027
• Fernandez-Lozano, C., Gestal, M., González-Díaz, H., Dorado, J., Pazos, A., Munteanu, C.R. Markov mean properties for cell death-related protein classification (2014) Journal of Theoretical Biology, 349, pp. 12-21. DOI: 10.1016/j.jtbi.2014.01.033
• Fernandez-Lozano, C., Fernández-Blanco, E., Dave, K., Pedreira, N., Gestal, M., Dorado, J., Munteanu, C.R. Improving enzyme regulatory protein classification by means of SVM-RFE feature selection (2014) Molecular BioSystems, 10 (5), pp. 1063-1071. DOI: 10.1039/c3mb70489k
• Fernandez-Lozano, C., Gestal, M., Pedreira-Souto, N., Postelnicu, L., Dorado, J., Munteanu, C.R. Kernel-based feature selection techniques for transport proteins based on Star graph topological indices (2013) Current Topics in Medicinal Chemistry, 13 (14), pp. 1681-1691. DOI: 10.2174/15680266113139990119
• Fernandez-Lozano, C., Lopez-Campos, G., Seoane, J.A., Lopez-Alonso, V., Dorado, J., Martín-Sanchez, F., Pazos, A. Anonymizing patient genomic data for public sharing association studies (2013) Studies in Health Technology and Informatics, 192 (1-2), p. 979. DOI: 10.3233/978-1-61499-289-9-979
• Fernandez-Lozano, C., Seoane, J.A., Gestal, M., Gaunt, T.R., Campbell, C. Texture classification using kernel-based techniques (2013) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7902 LNCS (PART 1), pp. 427-434. DOI: 10.1007/978-3-642-38679-4_42
• Fernandez-Lozano, C., Rodriguez-Tajes, A., Ruiz-Romero, C., Seoane, J.A. Spot matching in 2D electrophoresis experiments (2013) International Journal of Data Analysis Techniques and Strategies, 5 (2), pp. 198-213. DOI: 10.1504/ijdats.2013.053681
• Fernandez-Lozano, C., Canto, C., Gestal, M., Andrade-Garda, J.M., Rabuñal, J.R., Dorado, J., Pazos, A. Hybrid model based on genetic algorithms and SVM applied to variable selection within fruit juice classification (2013) The Scientific World Journal, 2013, art. no. 982438 DOI: 10.1155/2013/982438
• Fernandez-Lozano, C., Gestal, M., Pedreira, N., Dorado, J., Pazos, A. High order texture-based analysis in biomedical images (2013) Current Medical Imaging Reviews, 9 (4), pp. 309-317. DOI: 10.2174/15734056113096660005
• Aguiar-Pulido, V., Gestal, M., Fernandez-Lozano, C., Rivero, D., Munteanu, C.R. Applied computational techniques on schizophrenia using genetic mutations (2013) Current Topics in Medicinal Chemistry, 13 (5), pp. 675-684. DOI: 10.2174/1568026611313050010
• Fernandez-Lozano, C., Seoane, J.A., Gestal, M., Rivero, D., Dorado, J., Pazos, A. A texture-based classification method for proteins in two-dimensional electrophoresis gel images: A feature selection method using Support Vector Machines and Genetic Algorithms (2013) VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications, 1, pp. 401-404. DOI: 10.5220/0004208704010404
• Fernandez-Lozano, C., Seoane, J.A., Mesejo, P., Nashed, Y.S.G., Cagnoni, S., Dorado, J. 2D-page texture classification using support vector machines and genetic algorithms an hybrid approach for texture image analysis (2013) BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, pp. 5-14. DOI: 10.5220/0004187400050014
• Rodriguez, A., Fernandez-Lozano, C., Seoane, J.-A., Rabuñal, J.R., Dorado, J. Analysis of deformation processes using block-matching techniques (2012) VISAPP 2012 - Proceedings of the International Conference on Computer Vision Theory and Applications, 2, pp. 327-332.
• Rodriguez, A., Fernandez-Lozano, C., Seoane, J.-A., Rabuñal, J.R., Dorado, J. Motion estimation in real deformation processes based on block-matching techniques (2011) IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2011, art. no. 6151584, pp. 336-341. DOI: 10.1109/ISSPIT.2011.6151584
• Fernandez-Lozano, C., Seoane, J.A., Gestal, M., Gaunt, T.R., Dorado, J., Campbell, C. Texture classification using feature selection and kernel-based techniques. (2015) Soft Computing. DOI: 10.1007/s00500-014-1573-5