Alejandro Pazos

According to our database1, Alejandro Pazos authored at least 86 papers between 1994 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2020
Convolutional neural networks for sleep stage scoring on a two-channel EEG signal.
Soft Comput., 2020

Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniques.
PeerJ Comput. Sci., 2020

Population subset selection for the use of a validation dataset for overfitting control in genetic programming.
J. Exp. Theor. Artif. Intell., 2020

EEG signal processing with separable convolutional neural network for automatic scoring of sleeping stage.
Neurocomputing, 2020

Automatic assessment of Alzheimer's disease diagnosis based on deep learning techniques.
Comput. Biol. Medicine, 2020

A Recommender System Based on Cohorts' Similarity.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

A Recommender System to Help Discovering Cohorts in Rare Diseases.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Enhancing Decision-making Systems with Relevant Patient Information by Leveraging Clinical Notes.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
A New Deterministic Technique for Symbolic Regression.
CoRR, 2019

Classical Music Prediction and Composition by means of Variational Autoencoders.
CoRR, 2019

2018
Determination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques.
Comput. Electron. Agric., 2018

Automatic multiscale vascular image segmentation algorithm for coronary angiography.
Biomed. Signal Process. Control., 2018

2017
Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicity.
Expert Syst. Appl., 2017

A semantic interoperability approach to support integration of gene expression and clinical data in breast cancer.
Comput. Biol. Medicine, 2017

NCBO Ontology Recommender 2.0: an enhanced approach for biomedical ontology recommendation.
J. Biomed. Semant., 2017

2016
Early warning in egg production curves from commercial hens: A SVM approach.
Comput. Electron. Agric., 2016

2015
Artificial Neuron-Glia Networks Learning Approach Based on Cooperative Coevolution.
Int. J. Neural Syst., 2015

Classification of mild cognitive impairment and Alzheimer's Disease with machine-learning techniques using <sup>1</sup>H Magnetic Resonance Spectroscopy data.
Expert Syst. Appl., 2015

Mapping chemical structure-activity information of HAART-drug cocktails over complex networks of AIDS epidemiology and socioeconomic data of U.S. counties.
Biosyst., 2015

Classification of Two-channel Signals by Means of Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
Modeling Complex Metabolic Reactions, Ecological Systems, and Financial and Legal Networks with MIANN Models Based on Markov-Wiener Node Descriptors.
J. Chem. Inf. Model., 2014

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., 2014

Breast density classification to reduce false positives in CADe systems.
Comput. Methods Programs Biomed., 2014

BiOSS: A system for biomedical ontology selection.
Comput. Methods Programs Biomed., 2014

2013
Developing a system for advanced monitoring and intelligent drug administration in critical care units using ontologies.
Int. J. Knowl. Based Intell. Eng. Syst., 2013

The iOSC3 System: Using Ontologies and SWRL Rules for Intelligent Supervision and Care of Patients with Acute Cardiac Disorders.
Comput. Math. Methods Medicine, 2013

The Rücker-Markov invariants of complex Bio-Systems: Applications in Parasitology and Neuroinformatics.
Biosyst., 2013

A Texture-based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images - A Feature Selection Method using Support Vector Machines and Genetic Algorithms.
Proceedings of the VISAPP 2013, 2013

Anonymizing Patient Genomic Data for Public Sharing Association Studies.
Proceedings of the MEDINFO 2013, 2013

Automatic Fish Segmentation on Vertical Slot Fishways Using SOM Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2013

2012
A Multi-criteria Approach for Automatic Ontology Recommendation Using Collective Knowledge.
Proceedings of the Recommender Systems for the Social Web, 2012

Framework of fully integrated hybrid systems.
Neural Comput. Appl., 2012

Nanoinformatics: developing new computing applications for nanomedicine.
Computing, 2012

Computational Models of Neuron-Astrocyte Interactions Lead to Improved Efficacy in the Performance of Neural Networks.
Comput. Math. Methods Medicine, 2012

An Ontology-based Expert System for Decision Support in Cardiac Intensive Care Environments.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Introduction to Informatics for Future Documentalists in the European Higher Education Area.
Proceedings of the CSEDU 2012, 2012

2011
Automatic feature extraction using genetic programming: An application to epileptic EEG classification.
Expert Syst. Appl., 2011

SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification.
Proceedings of the Advances in Computational Intelligence, 2011

A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Using recurrent ANNs for the detection of epileptic seizures in EEG signals.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A new signal classification technique by means of Genetic Algorithms and kNN.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011


2010
Generation and simplification of Artificial Neural Networks by means of Genetic Programming.
Neurocomputing, 2010

Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool.
Int. J. Electron. Heal., 2010

An Approach for the Automatic Recommendation of Ontologies Using Collaborative Knowledge.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Shorter, more reliable and valid tests by means of a genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Basics of Web Application Design - An Example-based Learning Approach.
Proceedings of the CSEDU 2010 - Proceedings of the Second International Conference on Computer Supported Education, Valencia, Spain, April 7-10, 2010, 2010

2009
Ontology Alignment Overview.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Modifying genetic programming for artificial neural network development for data mining.
Soft Comput., 2009

A Genetic Algorithm for ANN Design, Training and Simplification.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison.
Proceedings of the International Joint Conference on Neural Networks, 2009

Classification of EEG signals using relative wavelet energy and artificial neural networks.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

Building the European Higher Education Area - A Subject in Information Systems Security.
Proceedings of the CSEDU 2009 - Proceedings of the First International Conference on Computer Supported Education, Lisboa, Portugal, March 23-26, 2009, 2009

Software Tool to Build Brain Computational Models through Internet.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009

2008
Annotation of Colorectal Cancer Data Using the UMLS Metathesaurus.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs.
Proceedings of the ECAI 2008, 2008

An Ontology-Based Information System for Multicenter Epidemiologic Studies on Cancer.
Proceedings of the First International Conference on Health Informatics, 2008

2007
Study of classical conditioning in <i>Aplysia</i> through the implementation of computational models of its learning circuit.
J. Exp. Theor. Artif. Intell., 2007

A new hybrid evolutionary mechanism based on unsupervised learning for Connectionist Systems.
Neurocomputing, 2007

On the development of evolutionary artificial artists.
Comput. Graph., 2007

Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006
Evolutionary discriminant analysis.
IEEE Trans. Evol. Comput., 2006

2005
Selection Of Variables By Genetic Algorithms To Classify Apple Beverages By Artificial Neural Networks.
Appl. Artif. Intell., 2005

Time Series Forecast with Anticipation Using Genetic Programming.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Artificial Neural Networks Based on Brain Circuits Behaviour and Genetic Algorithms.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2004
A New Approach to the Extraction of ANN Rules and to Their Generalization Capacity Through GP.
Neural Comput., 2004

A Model of Virtual 'Learning to Learn'.
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004

Using Genetic Programming for Character Discrimination in Damaged Documents.
Proceedings of the Applications of Evolutionary Computing, 2004

Knowledge Management and Interactive Learning.
Proceedings of the Engineering Knowledge in the Age of the Semantic Web, 2004

The impact of design on the implementation of medical imaging information systems.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

2003
Prediction and Modeling of the Rainfall-Runoff Transformation of a Typical Urban Basin Using ANN and GP.
Appl. Artif. Intell., 2003

Rules and Generalization Capacity Extraction from ANN with GP.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Restoration of Old Documents with Genetic Algorithms.
Proceedings of the Applications of Evolutionary Computing, 2003

2002
High-order Fisher's discriminant analysis.
Pattern Recognit., 2002

Artificial Neural Networks Manipulation Server: Research on the Integration of Databases and Artificial Neural Networks.
Neural Comput. Appl., 2002

Automatic Recurrent and Feed-Forward ANN Rule and Expression Extraction with Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature, 2002

Development of a System for Access to and Exploitation of Medical Images.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

2001
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.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001

Hybrid Two-Population Genetic Algorithm.
Proceedings of the Computational Intelligence, 2001

1999
Building a chemical ontology using Methontology and the Ontology Design Environment.
IEEE Intell. Syst., 1999

Connectionist system for music interpretation.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
Algoritmos genéticos para el entrenamiento de redes de neuronas artificiales (RNA) recurrentes con activaciones temporales.
Inteligencia Artif., 1998

Disseminating Multimedia Protocols over Internet for Emergency and Catastrophe Management.
Proceedings of the MEDINFO '98, 1998

1997
A JAVA-Based Tool for Remote Access to Emergency Protocols.
Proceedings of the AMIA 1997, 1997

1996
Methodology for the construction of more efficient artificial neural networks by means of studying and selecting the training set.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1994
Neural computing in medicine.
Artif. Intell. Medicine, 1994


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