Julian Dorado

According to our database1, Julian Dorado authored at least 68 papers between 1996 and 2020.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2020
Developing a Secure Low-Cost Radon Monitoring System.
Sensors, 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

2015
Texture classification using feature selection and kernel-based techniques.
Soft Comput., 2015

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

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

2013
Classification of signals by means of Genetic Programming.
Soft Comput., 2013

SNP locator: a candidate SNP selection tool.
Int. J. Data Min. Model. Manag., 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

Clustering of Gene Expression Profiles Applied to Marine Research.
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
Automatic feature extraction using genetic programming: An application to epileptic EEG classification.
Expert Syst. Appl., 2011

Motion estimation in real deformation processes based on block-matching techniques.
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

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

A Block-matching based technique for the analysis of 2D gel images.
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
Ontologies and Processing Patterns for Microarrays.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Computer Morphogenesis in Self-Organizing Structures.
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

Artificial Cells for Information Processing: Iris Classification.
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

A Computational Morphogenesis Approach to Simple Structure Development.
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

Time Series Forecast with Anticipation Using Genetic Programming.
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

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

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

Neural Networks & Antennas Design: An Application for Avoiding Interferences.
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
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
Multilevel Genetic Algorithm for the Complete Development of ANN.
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

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

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

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


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