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José Antonio Seoane Fernández
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2020 – today
- 2021
- [c15]Jose Liñares-Blanco
, Carlos Fernandez-Lozano
Machine Learning Algorithms Reveals Country-Specific Metagenomic Taxa from American Gut Project Data. MIE 2021: 382-386
2010 – 2019
- 2019
- [j10]Oscar M. Rueda, Stephen John Sammut
Dynamics of breast-cancer relapse reveal late-recurring ER-positive genomic subgroups. Nat. 567(7748): 399-404 (2019) - [i1]Carlos Fernandez-Lozano, Ruben F. Cuinas, José A. Seoane, Enrique Fernández-Blanco, Julián Dorado, Cristian R. Munteanu:
Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models. CoRR abs/1904.05052 (2019) - 2015
- [j9]Georgia Tsiliki
RRegrs: an R package for computer-aided model selection with multiple regression models. J. Cheminformatics 7: 46:1-46:16 (2015) - [j8]Carlos Fernandez-Lozano
Texture classification using feature selection and kernel-based techniques. Soft Comput. 19(9): 2469-2480 (2015) - 2014
- [j7]José A. Seoane, Ian N. M. Day, Tom R. Gaunt
A pathway-based data integration framework for prediction of disease progression. Bioinform. 30(6): 838-845 (2014) - [j6]Noelia Vállez
Breast density classification to reduce false positives in CADe systems. Comput. Methods Programs Biomed. 113(2): 569-584 (2014) - [j5]José A. Seoane, Colin Campbell, Ian N. M. Day, Juan P. Casas, Tom R. Gaunt
Canonical Correlation Analysis for Gene-Based Pleiotropy Discovery. PLoS Comput. Biol. 10(10) (2014) - [c14]José A. Seoane, Ian N. M. Day, Juan P. Casas, Colin Campbell, Tom R. Gaunt:
A Random Forest proximity matrix as a new measure for gene annotation. ESANN 2014 - [c13]José A. Seoane, Ian N. M. Day, Colin Campbell, Juan P. Casas, Tom R. Gaunt:
Using a Random Forest proximity measure for variable importance stratification in genotypic data. IWBBIO 2014: 1049-1060 - 2013
- [j4]Carlos Fernandez-Lozano
Spot matching in 2D electrophoresis experiments. Int. J. Data Anal. Tech. Strateg. 5(2): 198-213 (2013) - [j3]José A. Seoane, Vanessa Aguiar-Pulido, Alba Cabarcos, Sonsoles Quintela, Juan Ramón Rabuñal
SNP locator: a candidate SNP selection tool. Int. J. Data Min. Model. Manag. 5(3): 193-209 (2013) - [c12]Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado:
2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS 2013: 5-14 - [c11]Carlos Fernandez-Lozano
Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) 2013: 117-130 - [c10]Carlos Fernandez-Lozano
Texture Classification Using Kernel-Based Techniques. IWANN (1) 2013: 427-434 - [c9]Carlos Fernandez-Lozano
Anonymizing Patient Genomic Data for Public Sharing Association Studies. MedInfo 2013: 979 - [c8]Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Daniel Rivero, Julián Dorado, Alejandro 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. VISAPP (1) 2013: 401-404 - 2012
- [j2]Daniel Rivero
Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification. IET Signal Process. 6(3): 186-194 (2012) - [c7]Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julián Dorado:
Analysis of Deformation Processes using Block-matching Techniques. VISAPP (2) 2012: 327-332 - 2011
- [c6]Noelia Vállez
A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories. IbPRIA 2011: 580-587 - [c5]Alvaro Rodríguez
Motion estimation in real deformation processes based on block-matching techniques. ISSPIT 2011: 336-341 - [c4]Vanessa Aguiar-Pulido, José A. Seoane, Cristian R. Munteanu
SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification. IWANN (2) 2011: 252-259 - 2010
- [j1]Alba Cabarcos, Tamara Sanchez, José A. Seoane, Vanessa Aguiar-Pulido, Ana Freire
Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool. Int. J. Electron. Heal. 5(4): 371-385 (2010) - [c3]Ana Freire
A Block-matching based technique for the analysis of 2D gel images. MedInfo 2010: 1282-1286
2000 – 2009
- 2009
- [c2]Ling Guo, Daniel Rivero
Classification of EEG signals using relative wavelet energy and artificial neural networks. GEC Summit 2009: 177-184 - [c1]Vanessa Aguiar-Pulido, José A. Seoane, Ana Freire
Data Mining in Complex Diseases Using Evolutionary Computation. IWANN (1) 2009: 917-924 - [r1]Mónica Miguélez Rico, José Antonio Seoane Fernández, Julián Dorado de la Calle:
Ontologies and Processing Patterns for Microarrays. Encyclopedia of Artificial Intelligence 2009: 1273-1277
Coauthor Index
aka: Julián Dorado de la Calle
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