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Juan R. Rabuñal
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2020 – today
- 2024
- [e2]Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Verónica Bolón-Canedo, Elena Hernández-Pereira, Oscar Fontenla-Romero, David Camacho, Juan Ramón Rabuñal, Manuel Ojeda-Aciego, Jesús Medina, José C. Riquelme, Alicia Troncoso:
Advances in Artificial Intelligence - 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19-21, 2024, Proceedings. Lecture Notes in Computer Science 14640, Springer 2024, ISBN 978-3-031-62798-9 [contents] - 2021
- [j15]Alvaro Rodríguez, Juan R. Rabuñal, Alejandro Pazos, Antonio Rodríguez Sotillo, Norberto Ezquerra:
Wearable Postural Control System for Low Back Pain Therapy. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - 2020
- [j14]Adrián Carballal, Rafael Iván Pazos-Pérez, Nereida Rodriguez-Fernandez, Iria Santos, María D. García-Vidaurrázaga, Juan R. Rabuñal:
A point-based redesign algorithm for designing geometrically complex surfaces. A case study: Miralles's croissant paradox. IET Image Process. 14(12): 2948-2956 (2020) - [j13]Alberto Alvarellos, Marcos Gestal, Julián Dorado, Juan Ramón Rabuñal:
Developing a Secure Low-Cost Radon Monitoring System. Sensors 20(3): 752 (2020)
2010 – 2019
- 2019
- [c41]Alberto Alvarellos, Andrés Figuero, José Sande, Enrique Peña, Juan R. Rabuñal:
Deep Learning Based Ship Movement Prediction System Architecture. IWANN (1) 2019: 844-855 - 2018
- [j12]Rafael Iván Pazos-Pérez, Adrián Carballal, Juan R. Rabuñal, Omar A. Mures, María D. García-Vidaurrázaga:
Assisted surface redesign by perturbing its point cloud representation. IET Softw. 12(3): 251-257 (2018) - [c40]Marcos Gestal, Carlos Fernandez-Lozano, Cristian R. Munteanu, Juan R. Rabuñal, Julián Dorado:
Evaluation as a Continuous Improvement Process in the Learning of Programming Languages. SOCO-CISIS-ICEUTE 2018: 521-529 - 2017
- [c39]Alberto Alvarellos, Enrique Peña, Andrés Figuero, José Sande, Juan R. Rabuñal:
Neural Network Overtopping Predictor Proof of Concept. IWANN (1) 2017: 616-625 - 2015
- [c38]Angel J. Rico-Diaz, Alvaro Rodríguez, Daniel Villares, Juan R. Rabuñal, Jerónimo Puertas, Luís Peña:
A Detection System for Vertical Slot Fishways Using Laser Technology and Computer Vision Techniques. IWANN (1) 2015: 218-226 - [c37]Alvaro Rodríguez, Angel J. Rico-Diaz, Juan R. Rabuñal, Jerónimo Puertas, Luís Peña:
Fish Monitoring and Sizing Using Computer Vision. IWINAC (2) 2015: 419-428 - 2014
- [j11]Alberte Castro, Rodrigo Carballo, Gregorio Iglesias, Juan Ramón Rabuñal:
Performance of artificial neural networks in nearshore wave power prediction. Appl. Soft Comput. 23: 194-201 (2014) - 2013
- [j10]José A. Seoane, Vanessa Aguiar-Pulido, Alba Cabarcos, Sonsoles Quintela, Juan Ramón Rabuñal, Julián Dorado:
SNP locator: a candidate SNP selection tool. Int. J. Data Min. Model. Manag. 5(3): 193-209 (2013) - [c36]Alvaro Rodríguez, Juan R. Rabuñal, María Bermúdez-Edo, Alejandro Pazos:
Automatic Fish Segmentation on Vertical Slot Fishways Using SOM Neural Networks. IWANN (1) 2013: 445-452 - [c35]Juan Luis Pérez, Ismael Vieito, Juan R. Rabuñal, Fernando Martínez Abella:
Genetic Programming to Improvement FIB Model - Bond and Anchorage of Reinforcing Steel in Structural Concrete. IWANN (1) 2013: 463-470 - [c34]Alvaro Rodríguez, Juan R. Rabuñal, María Bermúdez-Edo, Jerónimo Puertas:
Detection of Fishes in Turbulent Waters Based on Image Analysis. IWINAC (2) 2013: 404-412 - 2012
- [j9]Juan Luis Pérez, Antoni Cladera, Juan R. Rabuñal, Fernando Martínez Abella:
Optimization of existing equations using a new Genetic Programming algorithm: Application to the shear strength of reinforced concrete beams. Adv. Eng. Softw. 50: 82-96 (2012) - [j8]Alvaro Rodríguez, Juan R. Rabuñal, Juan Luis Pérez, Fernando Martínez Abella:
Optical Analysis of Strength Tests Based on Block-Matching Techniques. Comput. Aided Civ. Infrastructure Eng. 27(8): 573-593 (2012) - [c33]Marcos Gestal, Daniel Rivero, Juan Ramón Rabuñal, Julián Dorado, Alejandro Pazos:
Introduction to Informatics for Future Documentalists in the European Higher Education Area. CSEDU (1) 2012: 301-304 - [c32]Pablo Seoane, Marcos Gestal, Julián 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: 689-699 - [c31]Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julián Dorado:
Analysis of Deformation Processes using Block-matching Techniques. VISAPP (2) 2012: 327-332 - 2011
- [j7]Alvaro Rodríguez, María Bermúdez-Edo, Juan R. Rabuñal, Jerónimo Puertas, Julián Dorado, Luís Peña, Luis Balairón:
Optical Fish Trajectory Measurement in Fishways through Computer Vision and Artificial Neural Networks. J. Comput. Civ. Eng. 25(4): 291-301 (2011) - [c30]Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julián Dorado:
Motion estimation in real deformation processes based on block-matching techniques. ISSPIT 2011: 336-341 - [c29]Juan R. Rabuñal, Jerónimo Puertas, Daniel Rivero, Ignacio Fraga, Luis Cea, Marta Garrido:
Genetic Programming for Prediction of Water Flow and Transport of Solids in a Basin. IWINAC (2) 2011: 223-232 - [c28]Alvaro Rodríguez, Juan R. Rabuñal, Juan Luis Pérez, Fernando Martínez Abella:
Study of Strength Tests with Computer Vision Techniques. IWINAC (2) 2011: 257-266 - 2010
- [j6]Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos:
Generation and simplification of Artificial Neural Networks by means of Genetic Programming. Neurocomputing 73(16-18): 3200-3223 (2010) - [c27]Marcos Gestal, Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Basics of Web Application Design - An Example-based Learning Approach. CSEDU (1) 2010: 481-484 - [c26]Alba Catoira, Juan Luis Pérez, Juan R. Rabuñal:
Distributed Genetic Programming for Obtaining Formulas: Application to Concrete Strength. DCAI 2010: 357-364 - [c25]Marcos Gestal, Daniel Rivero, Enrique Fernández-Blanco, Juan R. Rabuñal, Julián Dorado:
Two-population Genetic Algorithm - An Approach to Improve the Population Diversity. ICAART (1) 2010: 635-639 - [c24]Ana Freire, Vanessa Aguiar-Pulido, Juan R. Rabuñal, Marta Garrido:
Genetic Algorithm based on Differential Evolution with Variable Length - Runoff Prediction on an Artificial Basin. IJCCI (ICEC) 2010: 207-212
2000 – 2009
- 2009
- [j5]Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos:
Modifying genetic programming for artificial neural network development for data mining. Soft Comput. 13(3): 291-305 (2009) - [c23]Marcos Gestal, Juan R. Rabuñal, Julián Dorado, Daniel Rivero, Alejandro Pazos:
Building the European Higher Education Area - A Subject in Information Systems Security. CSEDU (1) 2009: 398-401 - [c22]Enrique Fernández-Blanco, Julián Dorado, Jose A. Serantes, Daniel Rivero, Juan R. Rabuñal:
Artificial Cells for Information Processing: Iris Classification. ECAL (1) 2009: 44-52 - [c21]Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos:
Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison. IJCNN 2009: 2685-2692 - [c20]Mónica Miguélez Rico, Jerónimo Puertas, Juan R. Rabuñal:
Artificial Neural Networks in Urban Runoff Forecast. IWANN (1) 2009: 1192-1199 - [e1]Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Encyclopedia of Artificial Intelligence (3 Volumes). IGI Global 2009, ISBN 9781599048499 [contents] - [r2]Daniel Rivero, Juan R. Rabuñal:
ANN Development with EC Tools. Encyclopedia of Artificial Intelligence 2009: 125-130 - [r1]Óscar Ibáñez, Juan Ramón Rabuñal:
Computer Vision for Wave Flume Experiments. Encyclopedia of Artificial Intelligence 2009: 383-389 - 2008
- [c19]Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos:
Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs. ECAI 2008: 142-146 - [c18]Juan Luis Pérez, Mónica Miguélez Rico, Juan R. Rabuñal, Fernando Martínez Abella:
Applying Genetic Programming to Civil Engineering in the Improvement of Models, Codes and Norms. IBERAMIA 2008: 452-460 - [c17]Mónica Miguélez Rico, Juan Luis Pérez, Juan R. Rabuñal, Julián Dorado:
Hybrid System for Data Classification of DNA Microarrays With GA and SVM. ICSOFT (ISDM/ABF) 2008: 304-307 - 2007
- [j4]Ana Porto Pazos, Alfonso Araque, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
A new hybrid evolutionary mechanism based on unsupervised learning for Connectionist Systems. Neurocomputing 70(16-18): 2799-2808 (2007) - [c16]Enrique Fernández-Blanco, Julián Dorado, Juan R. Rabuñal, Marcos Gestal, Nieves Pedreira:
A Computational Morphogenesis Approach to Simple Structure Development. ECAL 2007: 825-834 - [c15]Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem. ICANNGA (1) 2007: 276-285 - [c14]Daniel Rivero, Julián 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 - 2006
- [c13]Marcos Gestal, Juan R. Rabuñal, Julián 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
- [c12]Juan R. Rabuñal, Julián Dorado, Marcos Gestal, Nieves Pedreira:
Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development. IWANN 2005: 382-390 - [c11]Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Time Series Forecast with Anticipation Using Genetic Programming. IWANN 2005: 968-975 - 2004
- [j3]Juan R. Rabuñal, Julián 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): 1483-1523 (2004) - [c10]Nieves Pedreira, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva:
Knowledge Management and Interactive Learning. EKAW 2004: 481-482 - [c9]Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Using Genetic Programming for Character Discrimination in Damaged Documents. EvoWorkshops 2004: 349-358 - [c8]Nieves Pedreira, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva:
A Model of Virtual 'Learning to Learn'. ICALT 2004 - [c7]Juan R. Rabuñal, Julián 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 - 2003
- [j2]Julián 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): 329-343 (2003) - [c6]Daniel Rivero, Rafael Vidal, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos:
Restoration of Old Documents with Genetic Algorithms. EvoWorkshops 2003: 432-443 - [c5]Juan R. Rabuñal, Julián Dorado, Alejandro Pazos, Daniel Rivero:
Rules and Generalization Capacity Extraction from ANN with GP. IWANN (1) 2003: 606-613 - 2002
- [c4]Julián 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 - [c3]Julián 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 - 2001
- [c2]Julián Dorado, Antonino Santos, Juan R. Rabuñal, Nieves Pedreira, Alejandro Pazos:
Hybrid Two-Population Genetic Algorithm. Fuzzy Days 2001: 464-470 - [c1]Julián Dorado, Antonino Santos, Juan R. Rabuñal:
Multilevel Genetic Algorithm for the Complete Development of ANN. IWANN (1) 2001: 717-724
1990 – 1999
- 1998
- [j1]Alejandro Pazos, Julián 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): 26-31 (1998)
Coauthor Index
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