José A. Seoane

22 papers B 1Misc 1Journal 9Unranked 11

Year	Rank	Type	Title / Venue / Authors
2021	—	`conf`	Machine Learning Algorithms Reveals Country-Specific Metagenomic Taxa from American Gut Project Data. MIE Jose Liñares-Blanco, Carlos Fernandez-Lozano, José A. Seoane, Guillermo López-Campos
2019	J	`jnl`	Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models. CoRR Carlos Fernandez-Lozano, Ruben F. Cuinas, José A. Seoane, Enrique Fernández-Blanco, Julián Dorado, Cristian R. Munteanu
2019	J	`jnl`	Dynamics of breast-cancer relapse reveal late-recurring ER-positive genomic subgroups. Nat. Oscar M. Rueda, Stephen John Sammut, José A. Seoane, Suet-Feung Chin, Jennifer L. Caswell-Jin, Maurizio Callari, Rajbir Nath Batra, Bernard Pereira, Alejandra Bruna, H. Raza Ali, Elena Provenzano, Bin Liu, Michelle Parisien, Cheryl Gillett, Steven McKinney, Andrew R. Green, Leigh Murphy, Arnie Purushotham, Ian O. Ellis, Paul D. P. Pharoah, Cristina Rueda, Samuel Aparicio, Carlos Caldas, Christina Curtis
2015	J	`jnl`	RRegrs: an R package for computer-aided model selection with multiple regression models. J. Cheminformatics Georgia Tsiliki, Cristian R. Munteanu, José A. Seoane, Carlos Fernandez-Lozano, Haralambos Sarimveis, Egon L. Willighagen
2014	B	`conf`	A Random Forest proximity matrix as a new measure for gene annotation. ESANN José A. Seoane, Ian N. M. Day, Juan P. Casas, Colin Campbell, Tom R. Gaunt
2014	J	`jnl`	A pathway-based data integration framework for prediction of disease progression. Bioinform. José A. Seoane, Ian N. M. Day, Tom R. Gaunt, Colin Campbell
2014	J	`jnl`	Canonical Correlation Analysis for Gene-Based Pleiotropy Discovery. PLoS Comput. Biol. José A. Seoane, Colin Campbell, Ian N. M. Day, Juan P. Casas, Tom R. Gaunt
2014	—	`conf`	Using a Random Forest proximity measure for variable importance stratification in genotypic data. IWBBIO José A. Seoane, Ian N. M. Day, Colin Campbell, Juan P. Casas, Tom R. Gaunt
2013	—	`conf`	2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado
2013	—	`conf`	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) Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Daniel Rivero, Julián Dorado, Alejandro Pazos
2013	—	`conf`	Anonymizing Patient Genomic Data for Public Sharing Association Studies. MedInfo Carlos Fernandez-Lozano, Guillermo López-Campos, José A. Seoane, Victoria López-Alonso, Julián Dorado, Fernando Martín-Sánchez, Alejandro Pazos
2013	J	`jnl`	SNP locator: a candidate SNP selection tool. Int. J. Data Min. Model. Manag. José A. Seoane, Vanessa Aguiar-Pulido, Alba Cabarcos, Sonsoles Quintela, Juan Ramón Rabuñal, Julián Dorado
2013	J	`jnl`	Spot matching in 2D electrophoresis experiments. Int. J. Data Anal. Tech. Strateg. Carlos Fernandez-Lozano, Alvaro Rodríguez-Tajes, Cristina Ruíz Romero, José A. Seoane
2013	—	`conf`	Texture Classification Using Kernel-Based Techniques. IWANN (1) Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Tom R. Gaunt, Colin Campbell
2013	—	`conf`	Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado
2012	J	`jnl`	Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification. IET Signal Process. Daniel Rivero, Ling Guo, José A. Seoane, Julián Dorado
2011	Misc	`conf`	A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories. IbPRIA Noelia Vállez, Gloria Bueno García, Oscar Déniz-Suárez, José A. Seoane, Julián Dorado, Alejandro Pazos
2011	—	`conf`	SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification. IWANN (2) Vanessa Aguiar-Pulido, José A. Seoane, Cristian R. Munteanu, Alejandro Pazos
2010	—	`conf`	A Block-matching based technique for the analysis of 2D gel images. MedInfo Ana Freire, José A. Seoane, Alvaro Rodríguez, Cristina Ruíz Romero, Guillermo López-Campos, Julián Dorado
2010	J	`jnl`	Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool. Int. J. Electron. Heal. Alba Cabarcos, Tamara Sanchez, José A. Seoane, Vanessa Aguiar-Pulido, Ana Freire, Julián Dorado, Alejandro Pazos
2009	—	`conf`	Classification of EEG signals using relative wavelet energy and artificial neural networks. GEC Summit Ling Guo, Daniel Rivero, José A. Seoane, Alejandro Pazos
2009	—	`conf`	Data Mining in Complex Diseases Using Evolutionary Computation. IWANN (1) Vanessa Aguiar-Pulido, José A. Seoane, Ana Freire, Cristian R. Munteanu