Julián Dorado
Orcid: 0000-0001-8945-2991Affiliations:
- University of A Coruna, Spain
According to our database1,
Julián Dorado
authored at least 72 papers
between 1996 and 2024.
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Bibliography
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
2020
2019
Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models.
CoRR, 2019
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications.
CoRR, 2019
GDPR Impacts and Opportunities for Computer-Aided Diagnosis Guidelines and Legal Perspectives.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
2018
Evaluation as a Continuous Improvement Process in the Learning of Programming Languages.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018
Proceedings of the First International Conference on Data Science, 2018
2015
Soft Comput., 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
2014
Comput. Methods Programs Biomed., 2014
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
2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis.
Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013
Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics.
Proceedings of the Biomedical Engineering Systems and Technologies, 2013
2012
Approach for solving multimodal problems using Genetic Algorithms with Grouped into Species optimized with Predator-Prey.
Int. J. Interact. Multim. Artif. Intell., 2012
Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification.
IET Signal Process., 2012
Analysis of Deformation Processes using Block-matching Techniques.
Proceedings of the VISAPP 2012, 2012
Approach of Genetic Algorithms with Grouping into Species Optimized with Predator-Prey Method for Solving Multimodal Problems.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012
Introduction to Informatics for Future Documentalists in the European Higher Education Area.
Proceedings of the CSEDU 2012, 2012
2011
Optical Fish Trajectory Measurement in Fishways through Computer Vision and Artificial Neural Networks.
J. Comput. Civ. Eng., 2011
Automatic feature extraction using genetic programming: An application to epileptic EEG classification.
Expert Syst. Appl., 2011
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 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
Proceedings of the MEDINFO 2010, 2010
Two-population Genetic Algorithm - An Approach to Improve the Population Diversity.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 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
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
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 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
Hybrid System for Data Classification of DNA Microarrays With GA and SVM.
Proceedings of the ICSOFT 2008, 2008
Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs.
Proceedings of the ECAI 2008, 2008
2007
A new hybrid evolutionary mechanism based on unsupervised learning for Connectionist Systems.
Neurocomputing, 2007
A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems.
Proceedings of the Computational and Ambient Intelligence, 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
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007
2006
Description of ranns and their generalisation capabilities by means of rule extraction by genetic programming.
Proceedings of the Artificial Intelligence and Soft Computing, 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
Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform.
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005
2004
A New Approach to the Extraction of ANN Rules and to Their Generalization Capacity Through GP.
Neural Comput., 2004
Distributed genetic programming by an object oriented system using java and corba.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 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
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 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
Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming.
Proceedings of the Applications of Evolutionary Computing, 2002
2001
Proceedings of the Connectionist Models of Neurons, 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
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
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