| Members |
Reyes, José Ramón, Anália, Florentino, Lourdes, Miguel, Eva, Daniel, and Rosalía (From left to right). 
F. Fdez-Riverola
Group Leader
information integration &
case-based reasoning systems
transversal research areas
knowledge representation decision support systems machine learning hybrid AI models case-based reasoning multi-agent systems
main application areas
translational & personalized medicine ambient assisted living bioinformatics spam filtering environment forecasting E. Lorenzo, PhD
Head Researcher
text mining &
database systems 
L. Borrajo, PhD
Head Researcher
data mining
R. Laza, PhD
Head Researcher
agents & multi-agent
systems modelling 
R. Pavón, PhD
Head Researcher
knowledge acquisition
& representation M. Reboiro-Jato, PhD
Head Researcher
classifier ensembles &
hybrid AI models 
D. Glez-Peña, PhD
Head Researcher
bioinformatics &
evolutionary computing J.R. Méndez, PhD
Head Researcher
anti-spam filtering &
continuous learning 
A. Lourenço, PhD
Head Researcher
Biomedical literature mining
Genome-scale model reconstruction Biological network analysis Postdoctoral Researchers
David Ruano-Ordás, PhD
Hugo López-Fernández, PhD
Junior Researchers
Gael Pérez-Rodríguez
Martín Pérez-Pérez
F. Fdez-Riverola
Group Leader
information integration & case-based reasoning systems
Head Researchers
E. Lorenzo, PhD
text mining & database systems
L. Borrajo, PhD
data mining
R. Laza, PhD
agents & multi-agent systems modelling
R. Pavón, PhD
knowledge acquisition & representation
M. Reboiro-Jato, PhD
classifier ensembles & hybrid AI models
D. Glez-Peña, PhD
bioinformatics & evolutionary computing
J.R. Méndez, PhD
anti-spam filtering & continuous learning
A. Lourenço, PhD
Biomedical literature mining Genome-scale model reconstruction Biological network analysis
Postdoctoral Researchers
David Ruano-Ordás, PhD
Hugo López-Fernández, PhD
Junior Researchers
Gael Pérez-Rodríguez
Martín Pérez-Pérez
PhD Students 
Esteban Collado Cespón
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Thesis: Sistema de predicción y detección de fraude aplicado a las redes móviles
Augusto Manuel Oliveira Ramoa Rodrigues
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Thesis: Desarrollo de un sistema de apoyo a la toma de decisiones en Hemovigilancia
Osvaldo Graña Castro
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Thesis: Diseño y desarrollo de workflows software para el análisis de datos procedentes de secuenciación masiva
Rubén Romero González
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Thesis: Una nueva técnica de búsqueda, análisis y clasificación de textos y su adaptación al entorno biomédico
Daniel Alexander Lopes Fuentes
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Thesis: Regiones Rurales e Inteligentes
José Manuel Silva Fernandes
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Thesis: Development of a three dimensional multi-scale microbial simulator
Gael Pérez Rodríguez
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Thesis: Simulación in silico de fenómenos celulares de interese biotecnolóxico e biomédico
Carlos Adriano Oliveira Gonçalves
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Thesis: Multi-Relational Learning for Full Text Documents Classification
Thesis: Diseño e integración de pipelines automatizados que den respuestas a preguntas biológicas complejas relacionadas con secuencias de nucleótidos o aminoácidos
María Beatriz Villaramín Bello
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Thesis: Vigilancia global de la infección nosocomial mediante sistemas de información inteligentes
Thesis: Desenvolvemento de ferramentas intelixentes para Vistas Especializadas e Integradas de bibliografia Clínica
Thesis: New computational framework for the characterisation of next generation probiotics targeting autoimmune and inflammatory bowel disorders
Nancy Marisol Ocampo Quintero
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Thesis: Intelligent techniques for detection and real-time management of patients with sepsis
Alba Nogueira Rodríquez
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Thesis: Técnicas de aprendizaje profundo para diagnóstico asistido por computador en cáncer colorrectal
Rubén Domínguez Carbajales
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Thesis: Desarrollo de un sistema para la mejora de la calidad de diagnóstico asistido por computador en procedimientos de endoscopia digestiva
Thesis: Smart Preprocessing for Improving Spam Filtering Accuracy
Research & Development staff Adrián Seara-Vieira (PhD), Aitor Blanco-Míguez (PhD Student), Rubén Romero-González (PhD Student), María Novo Lourés, Alba Nogueira Rodríguez.
Visitors Fátima Al-Shahrour (PhD), Miriam Rubio, Carlos Hernán Fajardo Toro (PhD), Miguel Rocha (PhD), Rui Mendes (PhD), Gonzalo Gómez López (PhD), Osvaldo Graña Castro, Sara Madeira (PhD), António Manuel de Jesus Pereira (PhD), Vitor Manuel Basto Fernandes (PhD), Paulo Novais (PhD).
Past PhD Students P.A. da Silva Jorge. (2017). Antimicrobial peptide combinations against major infectious pathogens: in vitro and in silico approaches. J. Condeço. (2017). Development of a real time decision support model for Haemovigilance notification systems. S. Gonçalves. (2017). Evaluation as a learning moment – Behavioral analysis in an e-Learning environment. A. Seara-Vieira. (2016). Adaptation and application of Hidden Markov Models in automatic text classification. I. Pereira-Marcelino. (2016). Proactive system of services to support aged people. N. Pérez-Díaz. (2016). Intelligent model for spam e-mail classification using rough sets. J. Fernández González. (2016). Intelligent System for Web Spam Detection. H. López-Fernández. (2016). Application of data mining and artificial intelligence techniques to mass spectrometry data for knowledge discovery. D. Ruano-Ordás. (2015). Model for optimising the execution of anti-spam filters. F. Felisberto. (2015). Generation of evolutive motion profiles using a wireless sensor network and intelligent agents. M. Rodrigues. (2014). Student monitoring/counseling in e-learning platforms. H.J. Gómez Vallejo. (2013). Intelligent system for searching and classification of nosocomial infection cases. M. Reboiro-Jato. (2011). Model for the combination of classifiers and integration of knowledge applied to genomic data. D. González. (2010). Neuro-symbolic model for compound feed production forecasting in cooperative poultry farms. D. Glez-Peña. (2009). Model for the integration of explicit biological knowledge in classification techniques applied to DNA microarray data. C.H. Fajardo. (2008). Intelligent system for river flow forecasting. M.A. Pellicer Figueras. (2008). Multiagent architecture for autonomous business process management. J.R. Méndez. (2006). Adaptative system with intelligent labelling for spam e-mail classification.
Collaborators David Martínez Losada - Mª Jeny Do Vale Varela - David Reboiro Jato - Adam Doan Kim Caramés - Juan José Ferreño Mosquera - Miguel Casas de Río - Daniel Gómez Blanco - Luís Roberto Janeiro Rodríguez - Rodrigo Álvarez González - José Antonio Pérez Rodríguez - José Luís López Fernández - César Martín Viguera - Marcos Valiño García (PhD) - José Luís Martínez Orge - Moisés Cid Deza - José Manuel Sorribes Fernández |
