2009 | ||
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28 | EE | Daniel Rivero, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos: Modifying genetic programming for artificial neural network development for data mining. Soft Comput. 13(3): 291-305 (2009) |
2008 | ||
27 | EE | Daniel Rivero, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos: Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs. ECAI 2008: 142-146 |
26 | Mónica Miguélez, Juan L. Pérez, Juan R. Rabuñal, Julian Dorado: Hybrid System for Data Classification of DNA Microarrays With GA and SVM. ICSOFT (ISDM/ABF) 2008: 304-307 | |
2007 | ||
25 | EE | Enrique Fernández-Blanco, Julian Dorado, Juan R. Rabuñal, Marcos Gestal, Nieves Pedreira: A Computational Morphogenesis Approach to Simple Structure Development. ECAL 2007: 825-834 |
24 | EE | 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: 276-285 |
23 | EE | 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: 94-101 |
22 | EE | Ana Porto, 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): 2799-2808 (2007) |
2006 | ||
21 | 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: 323-328 | |
2005 | ||
20 | EE | David Rey, José Crespo, Alberto Anguita, Juan Luis Pérez Ordóñez, Julian Dorado, Gloria Bueno, Vicente Feliú Batlle, Antonio Estruch, José Antonio Heredia: Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform. ISBMDA 2005: 34-43 |
19 | EE | 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: 382-390 |
18 | EE | Daniel Rivero, Juan R. Rabuñal, Julian Dorado, Alejandro Pazos: Time Series Forecast with Anticipation Using Genetic Programming. IWANN 2005: 968-975 |
17 | EE | Marcos Gestal, María Paz Gómez-Carracedo, Jose Manuel Andrade, Julian Dorado, Esther Fernández, Darío Prada, Alejandro Pazos: Selection Of Variables By Genetic Algorithms To Classify Apple Beverages By Artificial Neural Networks. Applied Artificial Intelligence 19(2): 181-198 (2005) |
2004 | ||
16 | EE | Nieves Pedreira, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva: Knowledge Management and Interactive Learning. EKAW 2004: 481-482 |
15 | EE | Daniel Rivero, Juan R. Rabuñal, Julian Dorado, Alejandro Pazos: Using Genetic Programming for Character Discrimination in Damaged Documents. EvoWorkshops 2004: 349-358 |
14 | Nieves Pedreira, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva: A Model of Virtual 'Learning to Learn'. ICALT 2004 | |
13 | 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: 434-439 | |
12 | EE | 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 Computation 16(7): 1483-1523 (2004) |
2003 | ||
11 | EE | Daniel Rivero, Rafael Vidal, Julian Dorado, Juan R. Rabuñal, Alejandro Pazos: Restoration of Old Documents with Genetic Algorithms. EvoWorkshops 2003: 432-443 |
10 | EE | Juan R. Rabuñal, Julian Dorado, Alejandro Pazos, Daniel Rivero: Rules and Generalization Capacity Extraction from ANN with GP. IWANN (1) 2003: 606-613 |
9 | EE | Marcos Gestal, Julio Brégains, Juan Antonio Rodríguez, Julian Dorado: Neural Networks & Antennas Design: An Application for Avoiding Interferences. IWANN (2) 2003: 750-757 |
8 | EE | 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. Applied Artificial Intelligence 17(4): 329-343 (2003) |
2002 | ||
7 | EE | 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: 190-201 |
6 | EE | 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: 485-494 |
5 | EE | 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 Computing and Applications 11(1): 3-16 (2002) |
2001 | ||
4 | EE | Julian Dorado, Antonino Santos, Juan R. Rabuñal, Nieves Pedreira, Alejandro Pazos: Hybrid Two-Population Genetic Algorithm. Fuzzy Days 2001: 464-470 |
3 | EE | 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: 213-218 |
2 | EE | Julian Dorado, Antonino Santos, Juan R. Rabuñal: Multilevel Genetic Algorithm for the Complete Development of ANN. IWANN (1) 2001: 717-724 |
1998 | ||
1 | 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 Artificial, Revista Iberoamericana de Inteligencia Artificial 5: 26-31 (1998) |