Carlos
Fernandez-Lozano

Teléfono:	981167000
Ext:	1302
Fax:	981167160
Dirección:	Facultad de Informática. Campus de Elviña s/n. 15071. A Coruña
Despacho:	lab 2.2
Email:	carlos.fernandez@udc.es

[Articulos Revista]

[Artículos Congreso]

[Libros]

[Capitulos Libro]

[Reports]

[Patentes]

[Proyectos Investigación]

[Convenios y Contratos]

[Todo]

[Resumen]

Articulos Revista [20 items]

Fecha	Articulo	Revista
4-2017	Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicity	Expert Systems with Applications
12-2016	A methodology for the design of experiments in computational intelligence with multiple regression models	PeerJ
5-2016	Using Genetic Algorithms to improve Support Vector Regression in the analysis of Atomic spectra of Lubricant Oils	Engineering Computations
1-2016	Texture analysis in gel electrophoresis images using an integrative kernel-based approach	Scientific Reports
11-2015	A hybrid Evolutionary System for automated Artificial Neural Networks generation and simplification in biomedical applications	Current Bioinformatics
9-2015	Texture classification using feature selection and kernel-based techniques	Soft Computing
9-2015	RRegrs: An R package for Computer-aided Model Selection with Multiple Regression Models	Journal of Cheminformatics
7-2015	Classification of signaling proteins based on molecular star graph descriptors using machine-learning models	Journal of Theoretical Biology
4-2015	Solvent Accessible Surface Area-Based Hot-Spot Detection Methods for Protein–Protein and Protein–Nucleic Acid Interfaces	Journal of Chemical Information and Modeling
3-2015	Classification of mild cognitive impairment and Alzheimer's disease with machine-learning techniques using 1H Magnetic Resonance Spectroscopy data	Expert Systems with Applications
6-2014	Two-Dimensional Gel Electrophoresis Image Registration using Block-Matching Techniques and Deformation Models	Analytical Biochemistry
5-2014	Markov Mean Properties for Cell Death-Related Protein Classification	Journal of Theoretical Biology
1-2014	Improving Enzyme Regulatory Protein Classification by means of SVM-RFE Feature Selection	Molecular BioSystems
2014	Texture Classification of Proteins using Support Vector Machines and Bio-Inspired Metaheuristics	Communications in Computer and Information Science
12-2013	Hybrid model based on Genetic Algorithms and SVM applied to variable selection within fruit juice classification	The Scientific World Journal. Issue: Recent Advances on Bioinspired Computation
12-2013	High Order Texture-Based Analysis in Biomedical Images	Current Medical Imaging Reviews
7-2013	Kernel-based Feature Selection Techniques for Transport Proteins Based on Star Graph Topological Indices	Current Topics in Medicinal Chemistry
4-2013	Applied Computational Techniques on Schizophrenia using genetic mutations	Current Topics in Medicinal Chemistry
1-2013	Genetic Based Spot Detection Method in Two-Dimensional Electrophoresis Images	International Journal "Information Technologies & Knowledge" (IJ ITK)
2013	Spot matching in 2D electrophoresis experiments	International journal of Data Analysis and Strategies

Articulos Congreso [11 items]

Fecha	Articulo	Congreso
10-2018	Integrative multi-omics data-driven approach for metastasis prediction in cancer	1st International Conference on Data Science, E-Learning and Information Systems, DATA 2018;
7-2018	Mejora continua de la calidad de la docencia a partir del análisis de los resultados de evaluación	XXIV Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI 2018)
6-2018	Evaluation as a continuous improvement process in the learning of programming languages	Conference on European Transnational educational - ICEUTE 2018
12-2015	A Proposal about Normalization of Experimental Designs in Computational Intelligence	MOL2NET, International Conference on Multidisciplinary Sciences
8-2013	Anonymizing Patient Genomic Data for Public Sharing Association Studies	MedInfo 2013
6-2013	Texture Classification using Kernel-Based Techniques	International Work Conference on Artificial Neural Network (IWANN)
2-2013	2D-PAGE Texture classification using support vector machines and genetic algorithms. An hybrid approach for texture image analysis	6th International Joint Conference on Biomedical Engineering Systems and Technologies
2-2013	A Texture-Based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images.	International Conference on Computer Vision Theory and Applications. VISSAP
2-2012	Identificación de proteínas en imágenes de geles 2D utilizando DoG y algoritmos genéticos	VIII Congreso Español sobre metaheurísticas, algoritmos evolutivos y bioinspirados
2-2012	Analysis of Deformation Processes Using Block-Matching Techniques	International conference on Computer Vision Theory and Applications
12-2011	Motion Estimation in Real Deformation Processes Based on Block-Matching Techniques	IEEE International Symposium on Signal Processing and Information Technology

Libros [1 items]

Fecha	Libro	Editorial
6-2012	Non-rigid motion estimation using Block-Matching Techniques	Lambert Academic Publishing

Capitulos Libro [5 items]

Fecha	Capitulo Libro	Libro
2019	Multivariate Classification Techniques to Authenticate Mexican Commercial Spirits	Quality Control in the Beverage Industry
2019	Differential Gene Expression Analysis of RNA-seq Data Using Machine Learning for Cancer Research	Machine Learning Paradigms
12-2017	Machine Learning in Biomedical Informatics	Reference Module in Biomedical Sciences
2012	La proteomica en el estudio del cancer colorrectal y otros tipos de tumores	Tecnologias NBIC en salud. El papel protagonista de la nanociencia. Aplicacion de especial interes al cancer colorrectal
2011	Introduccion al analisis de datos biomedicos con tecnicas de aprendizaje maquina	Advances in biomedical informatics: COMBIOMED

Documentos Cientifico-Tecnicos restringidos (Reports) [0 items]

No hay publicaciones de este tipo

Proyectos de Investigacion Financiados [9 items]

Fecha	Titulo
10-2014	Consolidacion y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia.Grupo RNASA-IMEDIR
9-2013	Proyecto Colaborativo en Informática Médica (CIMED). Innovación científico/técnica para la mejora de la asistencia y gestión de pacientes con seguimiento prolongado.
-2013	Plataforma HPC-PLUS para aplicaciones biomédicas
1-2012	Axudas para a consolidación e estructuración de unidades de investigación competitivas do Sistema Universitario de Galicia, na modalidade de Agrupación estratéxica
9-2011	Consolidacion y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia.Grupo RNASA-IMEDIR
12-2010	Desenvolvemento de novas tecnicas de analise de imaxes de xeles 2D para investigacion biomedica
10-2009	PHR2.0: Registro Personal de Salud en web 2.0. TSI-020110-2009-53
8-2007	Modelización del funcionamiento en términos cuantitativos y cualitativos de cuencas rurales y urbanas mediante técnicas de computación evolutiva
7-2006	Sistema Celular Artificial para Procesado de Información y Crecimiento de Estructuras

Convenios y Contratos [1 items]

Fecha	Titulo
11-2011	Desarrollo de un sistema de impresion DICOM de bajo coste utilizando impresoras convencionales

Patentes [3 items]

Fecha	Titulo
04-2012	MOLECULAR BLOCK-MATCHING METHOD FOR GEL IMAGE ANALYSIS
02-2012	Desarrollo de un sistema de impresion DICOM de bajo coste utilizando impresoras convencionales
09-2011	Librería de AAGG de propósito general para la resolución de problemas

SABIA

.: SABIA :. Sistemas Adaptativos y Bioinspirados en Inteligencia Artificial