Alejandro Pazos

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 36

Top Topics

Biomedical Data

Disease Diagnosis

Symbolic Regression

Top Venues

Expert Syst. Appl.

Comput. Electron. Agric.

Publications

Karina Beatriz Jimenes Vargas, Alejandro Pazos, Cristian R. Munteanu, Yunierkis Pérez-Castillo, Eduardo Tejera
Prediction of compound-target interaction using several artificial intelligence algorithms and comparison with a consensus-based strategy. J. Cheminformatics 16 (1) (2024)
Andres Molares-Ulloa, Enrique Fernández-Blanco, Alejandro Pazos, Daniel Rivero
Machine Learning in management of precautionary closures caused by lipophilic biotoxins. CoRR (2024)
Martiño Rivera-Dourado, Marcos Gestal, Alejandro Pazos, José Manuel Vázquez-Naya
A Novel Protocol Using Captive Portals for FIDO2 Network Authentication. CoRR (2024)
Sara Álvarez González, Francisco Cedrón, Alejandro Pazos, Ana Porto Pazos
Artificial glial cells in artificial neuronal networks: a systematic review. Artif. Intell. Rev. 56 (S2) (2023)
João Rafael Almeida, Alejandro Pazos, José Luís Oliveira
Clinical Data Integration Strategies for Multicenter Studies. DoCEIS (2023)
Daniel Rivero, Enrique Fernández-Blanco, Alejandro Pazos
DoME: A deterministic technique for equation development and Symbolic Regression. Expert Syst. Appl. 198 (2022)
Alejandro Puente-Castro, Daniel Rivero, Alejandro Pazos, Enrique Fernández-Blanco
UAV swarm path planning with reinforcement learning for field prospecting. Appl. Intell. 52 (12) (2022)
Arnaldo Pereira, João Rafael Almeida, Rui Pedro Lopes, Alejandro Pazos, José Luís Oliveira
Discovery of Biomedical Databases Through Semantic Questioning. MIE (2022)
João Rafael Almeida, Luís Bastião Silva, Alejandro Pazos, José Luís Oliveira
Combining heterogeneous patient-level data into tranSMART to support multicentre studies. CBMS (2022)
Alejandro Puente-Castro, Daniel Rivero, Alejandro Pazos, Enrique Fernández-Blanco
A review of artificial intelligence applied to path planning in UAV swarms. Neural Comput. Appl. 34 (1) (2022)
Andres Molares-Ulloa, Enrique Fernández-Blanco, Alejandro Pazos, Daniel Rivero
Machine learning in management of precautionary closures caused by lipophilic biotoxins. Comput. Electron. Agric. 197 (2022)
Enrique Fernández-Blanco, Daniel Rivero, Alejandro Pazos
Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG Signal. CoRR (2021)
Enrique Fernández-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos, Daniel Rivero
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring. CoRR (2021)
Alvaro Rodríguez, Juan R. Rabuñal, Alejandro Pazos, Antonio Rodríguez Sotillo, Norberto Ezquerra
Wearable Postural Control System for Low Back Pain Therapy. IEEE Trans. Instrum. Meas. 70 (2021)
João Rafael Almeida, João Figueira Silva, Sérgio Matos, Alejandro Pazos, José Luís Oliveira
A Recommender System to Help Refining Clinical Research Studies. MIE (2021)
Jose Liñares-Blanco, Alejandro Pazos, Carlos Fernandez-Lozano
Machine learning analysis of TCGA cancer data. PeerJ Comput. Sci. 7 (2021)
Alejandro Puente-Castro, Enrique Fernández-Blanco, Alejandro Pazos, Cristian R. Munteanu
Automatic Assessment of Alzheimer's Disease Diagnosis Based on Deep Learning Techniques. CoRR (2021)
Alejandro Puente-Castro, Daniel Rivero, Alejandro Pazos, Enrique Fernández-Blanco
UAV Swarm Path Planning with Reinforcement Learning for Field prospecting. CoRR (2021)
Enrique Fernández-Blanco, Daniel Rivero Cebrián, Alejandro Pazos
Convolutional neural networks for sleep stage scoring on a two-channel EEG signal. Soft Comput. 24 (6) (2020)
Daniel Rivero, Enrique Fernández-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos
Population subset selection for the use of a validation dataset for overfitting control in genetic programming. J. Exp. Theor. Artif. Intell. 32 (2) (2020)
João Rafael Almeida, Eriksson J. Melicio Monteiro, Luís A. Bastião Silva, Alejandro Pazos, José Luís Oliveira
A Recommender System Based on Cohorts' Similarity. MIE (2020)
Enrique Fernández-Blanco, Daniel Rivero, Alejandro Pazos
EEG signal processing with separable convolutional neural network for automatic scoring of sleeping stage. Neurocomputing 410 (2020)
Julian Coronel-Reyes, Iván Ramírez Morales, Enrique Fernández-Blanco, Daniel Rivero, Alejandro Pazos
Determination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques. CoRR (2020)
Alejandro Puente-Castro, Enrique Fernández-Blanco, Alejandro Pazos, Cristian R. Munteanu
Automatic assessment of Alzheimer's disease diagnosis based on deep learning techniques. Comput. Biol. Medicine 120 (2020)
Alba Arceo-Vilas, Carlos Fernandez-Lozano, Salvador Pita, Sonia Pértega Díaz, Alejandro Pazos
Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniques. PeerJ Comput. Sci. 6 (2020)
Daniel Rivero, Enrique Fernández-Blanco, Alejandro Pazos
A New Deterministic Technique for Symbolic Regression. CoRR (2019)
Daniel Rivero, Enrique Fernández-Blanco, Julian Dorado, Alejandro Pazos
Classification of Two-channel Signals by Means of Genetic Programming. CoRR (2019)
Daniel Rivero, Enrique Fernández-Blanco, Alejandro Pazos
Classical Music Prediction and Composition by means of Variational Autoencoders. CoRR (2019)
Adrián Carballal, Francisco Javier Nóvoa, Carlos Fernandez-Lozano, Marcos García-Guimaraes, Guillermo López-Campos, Ramón Calviño-Santos, José Manuel Vázquez-Naya, Alejandro Pazos
Automatic multiscale vascular image segmentation algorithm for coronary angiography. Biomed. Signal Process. Control. 46 (2018)
Julian Coronel-Reyes, Iván Ramírez Morales, Enrique Fernández-Blanco, Daniel Rivero Cebrián, Alejandro Pazos
Determination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques. Comput. Electron. Agric. 145 (2018)
Carlos Fernandez-Lozano, Rafael Alonso Valente, Manuel Fidalgo Díaz, Alejandro Pazos
A generalized linear model for cardiovascular complications prediction in PD patients. DATA (2018)
Carlos Fernandez-Lozano, Jose Liñares-Blanco, Marcos Gestal, Julian Dorado, Alejandro Pazos
Integrative multi-omics data-driven approach for metastasis prediction in cancer. DATA (2018)
Raúl Alonso-Calvo, Sergio Paraiso-Medina, David Pérez-Rey, Enrique Alonso-Oset, Ruud van Stiphout, Sheng Yu, Marian Taylor, Francesca Buffa, Carlos Fernandez-Lozano, Alejandro Pazos, Victor Maojo
A semantic interoperability approach to support integration of gene expression and clinical data in breast cancer. Comput. Biol. Medicine 87 (2017)
Marcos Martínez Romero, Clément Jonquet, Martin J. O'Connor, John Graybeal, Alejandro Pazos, Mark A. Musen
NCBO Ontology Recommender 2.0: an enhanced approach for biomedical ontology recommendation. J. Biomed. Semant. 8 (1) (2017)
Yong Liu, Shaoxun Tang, Carlos Fernandez-Lozano, Cristian R. Munteanu, Alejandro Pazos, Yi-zun Yu, Zhiliang Tan, Humberto González Díaz
Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicity. Expert Syst. Appl. 72 (2017)
Marcos Martínez Romero, Clément Jonquet, Martin J. O'Connor, John Graybeal, Alejandro Pazos, Mark A. Musen
NCBO Ontology Recommender 2.0: An Enhanced Approach for Biomedical Ontology Recommendation. CoRR (2016)
Daniel Rivero, Enrique Fernández-Blanco, Julian Dorado, Alejandro Pazos
Classification of Two-channel Signals by Means of Genetic Programming. GECCO (Companion) (2015)
Diana María Herrera-Ibatá, Alejandro Pazos, Ricardo Alfredo Orbegozo-Medina, Francisco Javier Romero-Durán, Humberto González Díaz
Mapping chemical structure-activity information of HAART-drug cocktails over complex networks of AIDS epidemiology and socioeconomic data of U.S. counties. Biosyst. (2015)
Pablo Mesejo, Óscar Ibáñez, Enrique Fernández-Blanco, Francisco Cedrón, Alejandro Pazos, Ana Porto Pazos
Artificial Neuron-Glia Networks Learning Approach Based on Cooperative Coevolution. Int. J. Neural Syst. 25 (4) (2015)
Cristian R. Munteanu, Carlos Fernandez-Lozano, Virginia Mato Abad, Salvador Pita Fernández, Juan Alvarez-Linera, Juan Antonio Hernández Tamames, Alejandro Pazos
H Magnetic Resonance Spectroscopy data. Expert Syst. Appl. 42 (15-16) (2015)
Noelia Vállez, Gloria Bueno García, Oscar Déniz, Julian Dorado, José Antonio Seoane Fernández, Alejandro Pazos, Carlos Pastor
Breast density classification to reduce false positives in CADe systems. Comput. Methods Programs Biomed. 113 (2) (2014)
Humberto González Díaz, Diana María Herrera-Ibatá, Aliuska Duardo-Sánchez, Cristian R. Munteanu, Ricardo Alfredo Orbegozo-Medina, Alejandro Pazos
ANN Multiscale Model of Anti-HIV Drugs Activity vs AIDS Prevalence in the US at County Level Based on Information Indices of Molecular Graphs and Social Networks. J. Chem. Inf. Model. 54 (3) (2014)
Marcos Martínez Romero, José Manuel Vázquez-Naya, Javier Pereira, Alejandro Pazos
BiOSS: A system for biomedical ontology selection. Comput. Methods Programs Biomed. 114 (1) (2014)
Aliuska Duardo-Sánchez, Cristian R. Munteanu, Pablo Riera-Fernández, Antonio López-Díaz, Alejandro Pazos, Humberto González Díaz
Modeling Complex Metabolic Reactions, Ecological Systems, and Financial and Legal Networks with MIANN Models Based on Markov-Wiener Node Descriptors. J. Chem. Inf. Model. 54 (1) (2014)
Carlos Fernandez-Lozano, Guillermo López-Campos, José A. Seoane, Victoria López-Alonso, Julian Dorado, Fernando Martín-Sánchez, Alejandro Pazos
Anonymizing Patient Genomic Data for Public Sharing Association Studies. MedInfo (2013)
Marcos Martínez Romero, José Manuel Vázquez-Naya, Javier Pereira, Miguel Pereira Loureiro, Alejandro Pazos, Gerardo Baños
Developing a system for advanced monitoring and intelligent drug administration in critical care units using ontologies. Int. J. Knowl. Based Intell. Eng. Syst. 17 (1) (2013)
Humberto González Díaz, Pablo Riera-Fernández, Alejandro Pazos, Cristian R. Munteanu
The Rücker-Markov invariants of complex Bio-Systems: Applications in Parasitology and Neuroinformatics. Biosyst. 111 (3) (2013)
Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Daniel Rivero, Julian Dorado, Alejandro Pazos
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) (2013)
Marcos Martínez Romero, José Manuel Vázquez-Naya, Javier Pereira, Miguel Pereira Loureiro, Alejandro Pazos, Gerardo Baños
The iOSC3 System: Using Ontologies and SWRL Rules for Intelligent Supervision and Care of Patients with Acute Cardiac Disorders. Comput. Math. Methods Medicine 2013 (2013)
Alvaro Rodríguez, Juan R. Rabuñal, María Bermúdez-Edo, Alejandro Pazos
Automatic Fish Segmentation on Vertical Slot Fishways Using SOM Neural Networks. IWANN (1) (2013)
Antonino Santos, Juan Jesús Romero, Adrián Carballal, Alejandro Pazos
Framework of fully integrated hybrid systems. Neural Comput. Appl. 21 (1) (2012)
Alberto Alvarellos González, Alejandro Pazos, Ana Porto Pazos
Computational Models of Neuron-Astrocyte Interactions Lead to Improved Efficacy in the Performance of Neural Networks. Comput. Math. Methods Medicine 2012 (2012)
Marcos Martínez Romero, José Manuel Vázquez-Naya, Javier Pereira, Alejandro Pazos, Miguel Pereira Loureiro, Gerardo Baños
An Ontology-based Expert System for Decision Support in Cardiac Intensive Care Environments. KES (2012)
Marcos Gestal, Daniel Rivero, Juan Ramón Rabuñal, Julian Dorado, Alejandro Pazos
Introduction to Informatics for Future Documentalists in the European Higher Education Area. CSEDU (1) (2012)
Victor Maojo, Martin Fritts, Fernando Martín-Sánchez, Diana de la Iglesia, Raul E. Cachau, Miguel García-Remesal, José Crespo, Joyce A. Mitchell, Alberto Anguita, Nathan Baker, José María Barreiro, Sonia E. Benitez, Guillermo de la Calle, Julio C. Facelli, Peter Ghazal, Antoine Geissbühler, Fernando D. González Nilo, Norbert M. Graf, Pierre Grangeat, Isabel Hermosilla, Rada Hussein, Josipa Kern, Sabine Koch, Yannick Legré, Victoria López-Alonso, Guillermo López-Campos, Luciano Milanesi, Vassilis Moustakis, Cristian R. Munteanu, Paula Otero, Alejandro Pazos, David Pérez-Rey, George Potamias, Ferran Sanz, Casimir A. Kulikowski
Nanoinformatics: developing new computing applications for nanomedicine. Computing 94 (6) (2012)
Daniel Rivero, Enrique Fernández-Blanco, Julian Dorado, Alejandro Pazos
Using recurrent ANNs for the detection of epileptic seizures in EEG signals. IEEE Congress on Evolutionary Computation (2011)
Daniel Rivero, Enrique Fernández-Blanco, Julian Dorado, Alejandro Pazos
A new signal classification technique by means of Genetic Algorithms and kNN. IEEE Congress on Evolutionary Computation (2011)
Vanessa Aguiar-Pulido, José A. Seoane, Cristian R. Munteanu, Alejandro Pazos
SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification. IWANN (2) (2011)
Ling Guo, Daniel Rivero, Julian Dorado, Cristian R. Munteanu, Alejandro Pazos
Automatic feature extraction using genetic programming: An application to epileptic EEG classification. Expert Syst. Appl. 38 (8) (2011)
Noelia Vállez, Gloria Bueno García, Oscar Déniz-Suárez, José A. Seoane, Julian Dorado, Alejandro Pazos
A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories. IbPRIA (2011)
Alba Cabarcos, Tamara Sanchez, José A. Seoane, Vanessa Aguiar-Pulido, Ana Freire, Julian Dorado, Alejandro Pazos
Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool. Int. J. Electron. Heal. 5 (4) (2010)
Marcos Martínez Romero, José Manuel Vázquez-Naya, Cristian R. Munteanu, Javier Pereira, Alejandro Pazos
An Approach for the Automatic Recommendation of Ontologies Using Collaborative Knowledge. KES (2) (2010)
Marcos Gestal, Daniel Rivero, Juan R. Rabuñal, Julian Dorado, Alejandro Pazos
Basics of Web Application Design - An Example-based Learning Approach. CSEDU (1) (2010)
Daniel Rivero, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos
Generation and simplification of Artificial Neural Networks by means of Genetic Programming. Neurocomputing 73 (16-18) (2010)
Ling Guo, Daniel Rivero, José A. Seoane, Alejandro Pazos
Classification of EEG signals using relative wavelet energy and artificial neural networks. GEC Summit (2009)
Ana Porto Pazos, Guillermo Rodríguez, Julian Dorado, Alejandro Pazos
Software Tool to Build Brain Computational Models through Internet. BIOCOMP (2009)
Daniel Rivero, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos
Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison. IJCNN (2009)
Daniel Rivero, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos
Modifying genetic programming for artificial neural network development for data mining. Soft Comput. 13 (3) (2009)
Marcos Gestal, Juan R. Rabuñal, Julian Dorado, Daniel Rivero, Alejandro Pazos
Building the European Higher Education Area - A Subject in Information Systems Security. CSEDU (1) (2009)
Daniel Rivero, Julian Dorado, Enrique Fernández-Blanco, Alejandro Pazos
A Genetic Algorithm for ANN Design, Training and Simplification. IWANN (1) (2009)
Daniel Rivero, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos
Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs. ECAI (2008)
Marcos Martínez, José M. Vázquez, Javier Pereira, Alejandro Pazos
Annotation of Colorectal Cancer Data Using the UMLS Metathesaurus. KES (2) (2008)
José Manuel Vázquez-Naya, Marcos Martínez Romero, Maria Gloria López Cabana, B. González-Conde, F. M. Arnal, Javier Pereira Loureiro, Alejandro Pazos
An Ontology-Based Information System for Multicenter Epidemiologic Studies on Cancer. HEALTHINF (2) (2008)
Daniel Rivero, Juan R. Rabuñal, Julian Dorado, Alejandro Pazos
Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem. ICANNGA (1) (2007)
Antonino Santos, Ana Porto Pazos, Juan Romero, A. Albó, Alejandro Pazos
through the implementation of computational models of its learning circuit. J. Exp. Theor. Artif. Intell. 19 (2) (2007)
Ana Porto Pazos, Alfonso Araque, Juan R. Rabuñal, Julian Dorado, Alejandro Pazos
A new hybrid evolutionary mechanism based on unsupervised learning for Connectionist Systems. Neurocomputing 70 (16-18) (2007)
Penousal Machado, Juan Romero, Antonino Santos, Amílcar Cardoso, Alejandro Pazos
On the development of evolutionary artificial artists. Comput. Graph. 31 (6) (2007)
Ana Porto Pazos, Alejandro Pazos, Alfonso Araque
Artificial Neural Networks Based on Brain Circuits Behaviour and Genetic Algorithms. IWANN (2005)
Marcos Gestal, María Paz Gómez-Carracedo, José Manuel Andrade, Julian Dorado, Esther Fernández, Darío Prada, Alejandro Pazos
Selection Of Variables By Genetic Algorithms To Classify Apple Beverages By Artificial Neural Networks. Appl. Artif. Intell. 19 (2) (2005)
Daniel Rivero, Juan R. Rabuñal, Julian Dorado, Alejandro Pazos
Time Series Forecast with Anticipation Using Genetic Programming. IWANN (2005)
José Manuel Vázquez-Naya, A. F. Castro Blanco, Javier Pereira Loureiro, Juan Luis Pérez Ordóñez, Jorge Teijeiro Vidal, Alejandro Pazos
The impact of design on the implementation of medical imaging information systems. CARS (2004)
Nieves Pedreira, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva
Knowledge Management and Interactive Learning. EKAW (2004)
Daniel Rivero, Juan R. Rabuñal, Julian Dorado, Alejandro Pazos
Using Genetic Programming for Character Discrimination in Damaged Documents. EvoWorkshops (2004)
Nieves Pedreira, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva
A Model of Virtual 'Learning to Learn'. ICALT (2004)
Juan R. Rabuñal, Julian Dorado, Alejandro Pazos, Javier Pereira, Daniel Rivero
A New Approach to the Extraction of ANN Rules and to Their Generalization Capacity Through GP. Neural Comput. 16 (7) (2004)
Juan R. Rabuñal, Julian Dorado, Alejandro Pazos, Daniel Rivero
Rules and Generalization Capacity Extraction from ANN with GP. IWANN (1) (2003)
Julian Dorado, Juan R. Rabuñal, Alejandro Pazos, Daniel Rivero, Antonino Santos, Jerónimo Puertas
Prediction and Modeling of the Rainfall-Runoff Transformation of a Typical Urban Basin Using ANN and GP. Appl. Artif. Intell. 17 (4) (2003)
Daniel Rivero, Rafael Vidal, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos
Restoration of Old Documents with Genetic Algorithms. EvoWorkshops (2003)
Julian Dorado, Juan R. Rabuñal, Antonino Santos, Alejandro Pazos, Daniel Rivero
Automatic Recurrent and Feed-Forward ANN Rule and Expression Extraction with Genetic Programming. PPSN (2002)
Javier Pereira, Alfonso Castro Martínez, Dismer Ronda, Bernardino Arcay Varela, Alejandro Pazos
Development of a System for Access to and Exploitation of Medical Images. CBMS (2002)
Antonino Santos, Bernardino Arcay Varela, Julian Dorado, A. B. Rodríguez, Alejandro Pazos
Artificial Neural Networks Manipulation Server: Research on the Integration of Databases and Artificial Neural Networks. Neural Comput. Appl. 11 (1) (2002)
Javier Pereira Loureiro, Alejandro Lamelo, José Manuel Vázquez-Naya, Mario Fernández, Julian Dorado, Antonino Santos, Jorge Teijeiro Vidal, Alejandro Pazos
Analysis of Medical Diagnostic Images via the Implementation and Access to a Safe DICOM PACS with a Web Interface: Analysis of Contrast-Enhanced CT Imaging of Oral and Oropharyngeal Carcinomas. ISMDA (2001)
Julian Dorado, Antonino Santos, Juan R. Rabuñal, Nieves Pedreira, Alejandro Pazos
Hybrid Two-Population Genetic Algorithm. Fuzzy Days (2001)
Alejandro Pazos, Antonino Santos del Riego, Julian Dorado, Juan J. Romero Cardalda
Connectionist system for music interpretation. IJCNN (1999)
Alejandro Pazos, Antonino Santos del Riego, Julian Dorado, Juan J. Romero Caldalda
Genetic music compositor. CEC (1999)
Victor Maojo, José Crespo, Luis Villalonga, Raul Cuadrado, Juan Rodriguez, José A. Sanandrés, Manuel Guiote, Fernando Martin, Alejandro Pazos
Disseminating Multimedia Protocols over Internet for Emergency and Catastrophe Management. MedInfo (1998)
Alejandro Pazos, Julian Dorado, Antonino Santos, Juan R. Rabuñal, Nieves Pedreira
Algoritmos genéticos para el entrenamiento de redes de neuronas artificiales (RNA) recurrentes con activaciones temporales. Inteligencia Artif. 2 (5) (1998)
Victor Maojo, Luis Villalonga, José Crespo, Raul Cuadrado, Nieves Perez, Fernando Martín-Sánchez, Alejandro Pazos
A JAVA-Based Tool for Remote Access to Emergency Protocols. AMIA (1997)
Norberto Ezquerra, Alejandro Pazos
Neural computing in medicine. Artif. Intell. Medicine 6 (5) (1994)