Carlos
Fernández-Lozano
Publicaciones en las que colabora con Carlos Fernández-Lozano (23)
2019
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Differential Gene Expression Analysis of RNA-seq Data Using Machine Learning for Cancer Research
Learning and Analytics in Intelligent Systems (Springer Nature), pp. 27-65
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Evaluation as a Continuous Improvement Process in the Learning of Programming Languages
Advances in Intelligent Systems and Computing
2018
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Integrative multi-omics data-driven approach for metastasis prediction in cancer
ACM International Conference Proceeding Series
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Mejora continua de la calidad de la docencia a partir del análisis de los resultados de evaluación
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 3
2016
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A methodology for the design of experiments in computational intelligence with multiple regression models
PeerJ, Vol. 2016, Núm. 12
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Texture analysis in gel electrophoresis images using an integrative kernel-based approach
Scientific Reports, Vol. 6
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Using genetic algorithms to improve support vector regression in the analysis of atomic spectra of lubricant oils
Engineering Computations (Swansea, Wales), Vol. 33, Núm. 4, pp. 995-1005
2015
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A hybrid evolutionary system for automated artificial neural networks generation and simplification in biomedical applications
Current Bioinformatics, Vol. 10, pp. 672-691
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Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models
Journal of Theoretical Biology, Vol. 384, pp. 50-58
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Texture classification using feature selection and kernel-based techniques
Soft Computing, Vol. 19, Núm. 9, pp. 2469-2480
2014
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Improving enzyme regulatory protein classification by means of SVM-RFE feature selection
Molecular BioSystems, Vol. 10, Núm. 5, pp. 1063-1071
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Markov mean properties for cell death-related protein classification
Journal of Theoretical Biology, Vol. 349, pp. 12-21
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Texture classification of proteins using support vector machines and bio-inspired metaheuristics
Communications in Computer and Information Science
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Two-dimensional gel electrophoresis image registration using block-matching techniques and deformation models
Analytical Biochemistry, Vol. 454, Núm. 1, pp. 53-59
2013
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2D-page texture classification using support vector machines and genetic algorithms an hybrid approach for texture image analysis
BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms
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A texture-based classification method for proteins in two-dimensional electrophoresis gel images: A feature selection method using Support Vector Machines and Genetic Algorithms
VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications
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Anonymizing patient genomic data for public sharing association studies
Studies in Health Technology and Informatics
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High order texture-based analysis in biomedical images
Current Medical Imaging Reviews, Vol. 9, Núm. 4, pp. 309-317
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Hybrid model based on genetic algorithms and SVM applied to variable selection within fruit juice classification
The Scientific World Journal, Vol. 2013
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Kernel-based feature selection techniques for transport proteins based on Star graph topological indices
Current Topics in Medicinal Chemistry, Vol. 13, Núm. 14, pp. 1681-1691