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Juan R. Rabuñal

Juan Ramón Rabuñal

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Journal Articles

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2021
[j15]
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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]
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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]
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Alberto Alvarellos, Marcos Gestal, Julián Dorado, Juan Ramón Rabuñal:
Developing a Secure Low-Cost Radon Monitoring System. Sensors 20(3): 752 (2020)
2018
[j12]
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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)
2014
[j11]
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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]
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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)
2012
[j9]
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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]
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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)
2011
[j7]
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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)
2010
[j6]
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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)
2009
[j5]
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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)
2007
[j4]
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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)
2004
[j3]
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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)
2003
[j2]
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  - journals/aai/DoradoRPRSP03
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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)
1998
[j1]
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  - journals/aepia/PazosDSRP98
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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)

Conference and Workshop Papers

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2019
[c41]
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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
[c40]
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  - conf/softcomp/GestalFMRD18
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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]
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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]
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  - conf/iwann/Rico-DiazRVRPP15
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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]
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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
2013
[c36]
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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]
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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]
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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
[c33]
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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]
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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]
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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
[c30]
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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]
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  - conf/iwinac/RabunalPRFCG11
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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]
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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
[c27]
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  - conf/csedu/GestalRRDP10
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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]
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  - conf/dcai/CatoiraPR10
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Alba Catoira, Juan Luis Pérez, Juan R. Rabuñal:
Distributed Genetic Programming for Obtaining Formulas: Application to Concrete Strength. DCAI 2010: 357-364
[c25]
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  - conf/icaart/GestalRFRD10
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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]
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  - conf/ijcci/FreireARG10
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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
2009
[c23]
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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]
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  - conf/ecal/Fernandez-BlancoDSRR09
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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]
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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]
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  - conf/iwann/MiguelezPR09
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Mónica Miguélez Rico, Jerónimo Puertas, Juan R. Rabuñal:
Artificial Neural Networks in Urban Runoff Forecast. IWANN (1) 2009: 1192-1199
2008
[c19]
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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]
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  - conf/iberamia/PerezMRA08
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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]
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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
[c16]
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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]
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  - conf/icannga/RiveroRDP07
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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]
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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]
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  - conf/asc/GestalRDP06
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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]
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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]
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Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Time Series Forecast with Anticipation Using Genetic Programming. IWANN 2005: 968-975
2004
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  - conf/ekaw/PedreiraDRPS04
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Nieves Pedreira, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva:
Knowledge Management and Interactive Learning. EKAW 2004: 481-482
[c9]
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  - conf/evoW/RiveroRDP04
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Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Using Genetic Programming for Character Discrimination in Damaged Documents. EvoWorkshops 2004: 349-358
[c8]
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Nieves Pedreira, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva:
A Model of Virtual 'Learning to Learn'. ICALT 2004
[c7]
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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
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Daniel Rivero, Rafael Vidal, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos:
Restoration of Old Documents with Genetic Algorithms. EvoWorkshops 2003: 432-443
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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]
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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
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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
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Julián Dorado, Antonino Santos, Juan R. Rabuñal, Nieves Pedreira, Alejandro Pazos:
Hybrid Two-Population Genetic Algorithm. Fuzzy Days 2001: 464-470
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Julián Dorado, Antonino Santos, Juan R. Rabuñal:
Multilevel Genetic Algorithm for the Complete Development of ANN. IWANN (1) 2001: 717-724

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2024
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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]
2009
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Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Encyclopedia of Artificial Intelligence (3 Volumes). IGI Global 2009, ISBN 9781599048499 [contents]

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2009
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Daniel Rivero, Juan R. Rabuñal:
ANN Development with EC Tools. Encyclopedia of Artificial Intelligence 2009: 125-130
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Óscar Ibáñez, Juan Ramón Rabuñal:
Computer Vision for Wave Flume Experiments. Encyclopedia of Artificial Intelligence 2009: 383-389

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