Alejandro Pazos
Orcid: 0000-0003-2324-238X
According to our database1,
Alejandro Pazos
authored at least 105 papers
between 1994 and 2024.
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Bibliography
2024
Prediction of compound-target interaction using several artificial intelligence algorithms and comparison with a consensus-based strategy.
J. Cheminformatics, December, 2024
From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine.
Health Inf. Sci. Syst., December, 2024
2023
Artif. Intell. Rev., November, 2023
Proceedings of the Technological Innovation for Connected Cyber Physical Spaces, 2023
2022
Neural Comput. Appl., 2022
Expert Syst. Appl., 2022
Machine learning in management of precautionary closures caused by lipophilic biotoxins.
Comput. Electron. Agric., 2022
Appl. Intell., 2022
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
Combining heterogeneous patient-level data into tranSMART to support multicentre studies.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
2021
IEEE Trans. Instrum. Meas., 2021
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring.
CoRR, 2021
Proceedings of the Public Health and Informatics, 2021
2020
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
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020
Leveraging Clinical Notes for Enhancing Decision-Making Systems with Relevant Patient Information.
Proceedings of the Biomedical Engineering Systems and Technologies, 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
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
Biomed. Signal Process. Control., 2018
Proceedings of the First International Conference on Data Science, 2018
A generalized linear model for cardiovascular complications prediction in PD patients.
Proceedings of the First International Conference on Data Science, 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
Comput. Electron. Agric., 2016
2015
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
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
Comput. Methods Programs Biomed., 2014
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
Proceedings of the MEDINFO 2013, 2013
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
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
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the Towards an Information Theory of Complex Networks, 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
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
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
Modifying genetic programming for artificial neural network development for data mining.
Soft Comput., 2009
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
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
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
2005
Selection Of Variables By Genetic Algorithms To Classify Apple Beverages By Artificial Neural Networks.
Appl. Artif. Intell., 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
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
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004
Proceedings of the Applications of Evolutionary Computing, 2004
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
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Applications of Evolutionary Computing, 2003
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
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
Proceedings of the Computational Intelligence, 2001
1999
IEEE Intell. Syst., 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 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
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