Members

Coordinators
F. Fdez-Riverola
Full Professor
Group Leader
D. Glez-Peña, PhD
Full Professor
Deputy Coordinator
M. Reboiro-Jato, PhD
Associate Professor
Group Coordinator
J.R. Méndez, PhD
Full Professor
Group Coordinator
Head Researchers
L. Borrajo, PhD
Associate Professor
data mining
R. Laza, PhD
Associate Professor
agents & multi-agent
systems modelling
H. López-Fernández, PhD
Assistant Professor
bioinformatics &
machine learning
E. Lorenzo, PhD
Associate Professor
text mining &
database systems
A. Lourenço, PhD
Associate Professor
biomedical literature mining
genome-scale model reconstruction
biological network analysis
A. Nogueira Rodríguez, PhD
Assistant Professor
bioinformatics & deep learning
M. Novo
Assistant Professor
anti-spam filtering
R. Pavón, PhD
Associate Professor
knowledge acquisition
& representation
M. Pérez-Pérez, PhD
Assistant Professor
biomedical literature mining &
biological network analysis
D. Ruano-Ordás, PhD
Assistant Professor
anti-spam filtering
A. Seara-Vieira, PhD
Assistant Professor
information retrieval &
text mining
Adjunct Professors
J.M. Sorribes Fernández
information retrieval &
text mining

 

PhD Students

Rubén Romero González
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Thesis: Una nueva técnica de búsqueda, análisis y clasificación de textos y su adaptación al entorno biomédico
José Manuel Silva Fernandes
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Thesis: Development of a three dimensional multi-scale microbial simulator
Jose Manuel Sorribes Fernández
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Thesis: Nuevo enfoque para la clasificación de perfiles basado en la generación inteligente de imágenes sintéticas

 

Research & Technical staff

Guillermo Blanco González.

 

Past PhD Students

V. M. da Silva Alves. (2025). Data quality for optimum research vs. sustainable corporate development

R. P. Carvalho Fernandes Lima. (2025). Chaos vs. Social Entropy - organizational learning and dynamic skills at a healthcare food catering service

J. L. Duarte Miranda. (2025). Emotions - the power of the unconscious in decision making in business organizations

R. Domínguez-Carbajales. (2024). Diseño de un sistema CAD en colonoscopia basado en aprendizaje automático

G. Blanco-González. (2024). A framework for developing intelligent conversational agents for patient self-management and support Vídeo en YouTube

P. Celard-Pérez. (2024). Generation and evaluation of synthetic image sequences for prediction in the biomedical field

D. Pérez-Rodríguez. (2023). Protocolo bioinformático para la búsqueda de miRNAs como biomarcadores en enfermedades neuropsiquiátricas

G.R. Roldán Molina. (2023). Optimización de estructura y contenido de ontologías

S.J. Machado Pereira da Silva. (2022). Application of query expansion techniques to biomedical text information retrieval

A. Nogueira-Rodríguez. (2022). Deep learning techniques for computer-aided diagnosis in colorectal cancer

C.A. de Oliveira Gonçalves. (2022). Multi-relational learning for full text document classification

A.M. Oliveira Ramoa Rodrigues. (2022). Development of a decision support system in haemovigilance

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.

 

 

Visiting Researchers & Students

Rosalinda Di Gerlando. (October 2024 - April 2025). Department of Biology and Biotechnology "L. Spallanzani", University of Pavia.

Tânia Raquel Moreira Ferreira. (February-December 2020). Escola de Ciênicas e Tecnologias, Universidade de Trás-os-Montes e Alto Douro (UTAD).

 

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, Gael Pérez Rodríguez (PhD), Miguel Ferreiro Díaz, Alejandro González García, Daniel Sigfredo Calderón Hermida, Pedro Celard Pérez.

 

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.

 

Collaboration Grants


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2025 Sistemas Informáticos de Nueva Generación