Julian Dorado

Publication Activity (10 Years)

Years Active: 1998-2020
Publications (10 Years): 9

Top Topics

Genetic Programming

Texture Classification

Machine Learning Models

Top Venues

SOCO-CISIS-ICEUTE

GECCO (Companion)

Publications

Alberto Alvarellos, Marcos Gestal, Julian Dorado, Juan Ramón Rabuñal
Developing a Secure Low-Cost Radon Monitoring System. Sensors 20 (3) (2020)
Micael Pedrosa, Carlos Costa, Julian Dorado
GDPR Impacts and Opportunities for Computer-Aided Diagnosis Guidelines and Legal Perspectives. CBMS (2019)
Enrique Fernández-Blanco, Daniel Rivero, Marcos Gestal, Carlos Fernandez-Lozano, Norberto Ezquerra, Cristian R. Munteanu, Julian Dorado
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications. CoRR (2019)
Carlos Fernandez-Lozano, Ruben F. Cuinas, José A. Seoane, Enrique Fernández-Blanco, Julian Dorado, Cristian R. Munteanu
Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models. CoRR (2019)
Daniel Rivero, Enrique Fernández-Blanco, Julian Dorado, Alejandro Pazos
Classification of Two-channel Signals by Means of Genetic Programming. CoRR (2019)
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)
Marcos Gestal, Carlos Fernandez-Lozano, Cristian R. Munteanu, Juan R. Rabuñal, Julian Dorado
Evaluation as a Continuous Improvement Process in the Learning of Programming Languages. SOCO-CISIS-ICEUTE (2018)
Daniel Rivero, Enrique Fernández-Blanco, Julian Dorado, Alejandro Pazos
Classification of Two-channel Signals by Means of Genetic Programming. GECCO (Companion) (2015)
Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Julian Dorado, Colin Campbell
Texture classification using feature selection and kernel-based techniques. Soft Comput. 19 (9) (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)
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)
José A. Seoane, Vanessa Aguiar-Pulido, Alba Cabarcos, Sonsoles Quintela, Juan Ramón Rabuñal, Julian Dorado
SNP locator: a candidate SNP selection tool. Int. J. Data Min. Model. Manag. 5 (3) (2013)
Vanessa Aguiar-Pulido, Victoria Suárez-Ulloa, Daniel Rivero, José M. Eirín-López, Julian Dorado
Clustering of Gene Expression Profiles Applied to Marine Research. IWANN (1) (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)
Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado
2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS (2013)
Enrique Fernández-Blanco, Daniel Rivero, Marcos Gestal, Julian Dorado
Classification of signals by means of Genetic Programming. Soft Comput. 17 (10) (2013)
Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado
Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) (2013)
Pablo Seoane, Marcos Gestal, Julian Dorado
Approach for solving multimodal problems using Genetic Algorithms with Grouped into Species optimized with Predator-Prey. Int. J. Interact. Multim. Artif. Intell. 1 (5) (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)
Daniel Rivero, Ling Guo, José A. Seoane, Julian Dorado
Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification. IET Signal Process. 6 (3) (2012)
Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julian Dorado
Analysis of Deformation Processes using Block-matching Techniques. VISAPP (2) (2012)
Pablo Seoane, Marcos Gestal, Julian Dorado, Juan Ramón Rabuñal, Daniel Rivero
Approach of Genetic Algorithms with Grouping into Species Optimized with Predator-Prey Method for Solving Multimodal Problems. DCAI (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)
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)
Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julian Dorado
Motion estimation in real deformation processes based on block-matching techniques. ISSPIT (2011)
Ana Freire, José A. Seoane, Alvaro Rodríguez, Cristina Ruíz Romero, Guillermo López-Campos, Julian Dorado
A Block-matching based technique for the analysis of 2D gel images. MedInfo (2010)
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 Gestal, Daniel Rivero, Enrique Fernández-Blanco, Juan R. Rabuñal, Julian Dorado
Two-population Genetic Algorithm - An Approach to Improve the Population Diversity. ICAART (1) (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)
Ana Porto Pazos, Guillermo Rodríguez, Julian Dorado, Alejandro Pazos
Software Tool to Build Brain Computational Models through Internet. BIOCOMP (2009)
Enrique Fernández-Blanco, Julian Dorado, Jose A. Serantes, Daniel Rivero, Juan R. Rabuñal
Artificial Cells for Information Processing: Iris Classification. ECAL (1) (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)
Mónica Miguélez Rico, Juan Luis Pérez, Juan R. Rabuñal, Julian Dorado
Hybrid System for Data Classification of DNA Microarrays With GA and SVM. ICSOFT (ISDM/ABF) (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)
Daniel Rivero, Julian Dorado, Juan R. Rabuñal, Marcos Gestal
A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems. IWANN (2007)
Enrique Fernández-Blanco, Julian Dorado, Juan R. Rabuñal, Marcos Gestal, Nieves Pedreira
A Computational Morphogenesis Approach to Simple Structure Development. ECAL (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)
Marcos Gestal, Juan R. Rabuñal, Julian Dorado, Javier Pereira
Description of ranns and their generalisation capabilities by means of rule extraction by genetic programming. Artificial Intelligence and Soft Computing (2006)
David Rey, José Crespo, Alberto Anguita, Juan Luis Pérez Ordóñez, Julian Dorado, Gloria Bueno García, Vicente Feliú Batlle, Antonio Estruch, José Antonio Heredia
Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform. ISBMDA (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)
Juan R. Rabuñal, Julian Dorado, Marcos Gestal, Nieves Pedreira
Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development. IWANN (2005)
Juan R. Rabuñal, Julian Dorado, Miguel Varela, Daniel Rivero, Marcos Gestal
Distributed genetic programming by an object oriented system using java and corba. Parallel and Distributed Computing and Networks (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)
Marcos Gestal, Julio C. Brégains, Juan Antonio Rodríguez, Julian Dorado
Neural Networks & Antennas Design: An Application for Avoiding Interferences. IWANN (2) (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)
Julian Dorado, Juan R. Rabuñal, Jerónimo Puertas, Antonino Santos, Daniel Rivero
Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming. EvoWorkshops (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
Multilevel Genetic Algorithm for the Complete Development of ANN. IWANN (1) (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)
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)