Members |
Group Coordinator
![]() F. Fdez-Riverola
Full Professor
information integration &
case-based reasoning systems Head Researchers
![]() L. Borrajo, PhD
Associate Professor
data mining
![]() D. Glez-Peña, PhD
Associate Professor
bioinformatics &
machine learning ![]() R. Laza, PhD
Associate Professor
agents & multi-agent
systems modelling ![]() E. Lorenzo, PhD
Associate Professor
text mining &
database systems ![]() A. Lourenço, PhD
Associate Professor
biomedical literature mining
genome-scale model reconstruction biological network analysis ![]() J.R. Méndez, PhD
Associate Professor
anti-spam filtering &
continuous learning ![]() R. Pavón, PhD
Associate Professor
knowledge acquisition
& representation ![]() M. Reboiro-Jato, PhD
Associate Professor
classifier ensembles &
hybrid AI models Postdoctoral Researchers
![]() Hugo López-Fernández, PhD
bioinformatics &
machine learning ![]() Martín Pérez-Pérez, PhD
Postdoc. Xunta de Galicia Modalidade A
biomedical literature mining &
biological network analysis ![]() Adrián Seara-Vieira, PhD
information retrieval &
text mining Adjunct Professors
![]() J.M. Sorribes Fernández
information retrieval &
text mining ![]() María Novo
anti-spam filtering
Predoctoral Researchers
![]() Alba Nogueira Rodríguez
Predoc. Xunta de Galicia
bioinformatics & deep learning
![]() Pedro Celard Pérez
Predoc. Xunta de Galicia
information retrieval, text mining & deep learning
![]() Miguel Ferreiro Díaz
Predoc. FPU
bioinformatics & deep learning
PhD Students ![]()
Carlos Adriano Oliveira Gonçalves
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Thesis: Multi-Relational Learning for Full Text Documents Classification
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Augusto Manuel Oliveira Ramoa Rodrigues
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Thesis: Desarrollo de un sistema de apoyo a la toma de decisiones en Hemovigilancia
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Rubén Romero González
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Thesis: Una nueva técnica de búsqueda, análisis y clasificación de textos y su adaptación al entorno biomédico
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Nancy Marisol Ocampo Quintero
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Thesis: Intelligent techniques for detection and real-time management of patients with sepsis
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Alba Nogueira Rodríquez
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Thesis: Técnicas de aprendizaje profundo para diagnóstico asistido por computador en cáncer colorrectal
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José Manuel Silva Fernandes
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Thesis: Development of a three dimensional multi-scale microbial simulator
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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
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Pedro Miguel da Silva Ferreira
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Thesis: Predicting the behavior of COVID-19 pandemics
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Guillermo Blanco González
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Thesis: A framework for developing intelligent conversational agents for patient self-management and support
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Jose Manuel Sorribes Fernández
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Thesis: Nuevo enfoque para la clasificación de perfiles basado en la generación inteligente de imágenes sintéticas
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Victor Manuel da Silva Alves
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Thesis: Data quality for optimum research vs. sustainable corporate development
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Sérgio João Machado Pereira da Silva
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Thesis: Application of query expansion techniques to biomedical text information retrieval
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Gabriela del Rocío Roldán Molina
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Thesis: Optimización de estructura y contenido de ontologias
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Andrés Esteban Muñoz Onofa
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Thesis: Using semantic information for improving the e-mail classification and build user profiles
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Daniel Pérez Rodríguez
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Thesis: Protocolo bioinformático para la búsqueda de miARNs como biomarcadores en enfermedades neuropsiquiátricas
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Thesis: Analysis and adaptation of LDA models in textual information retrieval systems
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Jose Luis Duarte Miranda
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Thesis: Emotions - the power of the unconscious in decision making in business organizations
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Rui Pedro Carvalho Fernandes Lima
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Thesis: Chaos vs. Social Entropy - organizational learning and dynamic skills at a healthcare food catering service
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Thesis: Automatically detecting radiological signs using deep learning
Research & Technical staff Miguel Ferreiro Díaz, Guillermo Blanco González, Alejandro González García.
Past PhD Students M. Novo Lourés. (2021). Smart Preprocessing for Improving Spam Filtering Accuracy. L. González Varela. (2021). Contribución al modelado de las físicas de lecho en la combustión de biomasa. O. Graña Castro. (2020). Diseño y desarrollo de workflows software para el análisis de datos procedentes de secuenciación masiva. N. Vázquez González. (2019). Design and integration of automated pipelines that provide an answer to complex biologic questions related with nucleotide and amino acid sequences. M.B. Villamarín Bello. (2019). Nosocomial infection surveillance by means of intelligent information systems. A. Blanco-Míguez. (2019). New computational framework for the characterisation of next generation probiotics targeting autoimmune and inflammatory bowel disorders. M. Pérez-Pérez. (2019). Development of Intelligent Tools for Integrated and Specialised Views of Clinical Bibliome. G. Pérez-Rodríguez. (2019). In silico simulation of cellular phenomena of biotechnological and biomedical interest. 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.
Past Members Fernando Díaz Gómez (PhD), José Luis Martínez Orge, Silvana Gómez Meire (PhD), Marcos Valiño García (PhD), Javier Velasco Mata, José Luís López Fernández, Moisés Cid Deza, Carlos Hernán Fajardo Toro (PhD), José Antonio Pérez Rodríguez, César Martín Viguera, Antonio Losada González, David Alfonso Ruano Ordás (PhD), Gael Pérez Rodríguez (PhD).
Friends 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. |