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

Carlos Adriano Oliveira Gonçalves
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Thesis: Multi-Relational Learning for Full Text Documents Classification

Augusto Manuel Oliveira Ramoa Rodrigues
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Thesis: Desarrollo de un sistema de apoyo a la toma de decisiones en Hemovigilancia

Rubén Romero González
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Thesis: Una nueva técnica de búsqueda, análisis y clasificación de textos y su adaptación al entorno biomédico

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

José Manuel Silva Fernandes
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Thesis: Development of a three dimensional multi-scale microbial simulator

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

Pedro Miguel da Silva Ferreira
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Thesis: Predicting the behavior of COVID-19 pandemics

Guillermo Blanco González
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Thesis: A framework for developing intelligent conversational agents for patient self-management and support

Jose Manuel Sorribes Fernández
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Thesis: Nuevo enfoque para la clasificación de perfiles basado en la generación inteligente de imágenes sintéticas

Victor Manuel da Silva Alves
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Thesis: Data quality for optimum research vs. sustainable corporate development

Sérgio João Machado Pereira da Silva
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Thesis: Application of query expansion techniques to biomedical text information retrieval

Gabriela del Rocío Roldán Molina
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Thesis: Optimización de estructura y contenido de ontologias

Andrés Esteban Muñoz Onofa
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Thesis: Using semantic information for improving the e-mail classification and build user profiles

Daniel Pérez Rodríguez
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Thesis: Protocolo bioinformático para la búsqueda de miARNs como biomarcadores en enfermedades neuropsiquiátricas

Pedro Celard Pérez
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Thesis: Analysis and adaptation of LDA models in textual information retrieval systems

Jose Luis Duarte Miranda
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Thesis: Emotions - the power of the unconscious in decision making in business organizations

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

Miguel Ferreiro Díaz
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Thesis: Automatically detecting radiological signs using deep learning

Miguel Ferreiro Díaz, Guillermo Blanco González, Alejandro González García.

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.

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).

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.