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ORCIDJulián Dorado
Julián Dorado de la Calle
Person information
- affiliation: University of A Coruna, Spain
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2020 – today
- 2024
[j19]Shumin Ren, Jiakun Li, Julián Dorado, Alejandro Pazos Sierra, Humberto González Díaz
, Aliuska Duardo-Sánchez, Bairong Shen:
From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine. Health Inf. Sci. Syst. 12(1): 6 (2024)- 2020
- [j18]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
- [c48]Micael Pedrosa, Carlos Costa, Julián Dorado:
GDPR Impacts and Opportunities for Computer-Aided Diagnosis Guidelines and Legal Perspectives. CBMS 2019: 616-621 - [i3]Enrique Fernández-Blanco, Daniel Rivero, Marcos Gestal, Carlos Fernandez-Lozano, Norberto Ezquerra, Cristian R. Munteanu, Julián Dorado:
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications. CoRR abs/1904.04754 (2019) - [i2]Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos:
Classification of Two-channel Signals by Means of Genetic Programming. CoRR abs/1904.05027 (2019) - [i1]Carlos Fernandez-Lozano, Ruben F. Cuinas, José A. Seoane, Enrique Fernández-Blanco, Julián Dorado, Cristian R. Munteanu:
Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models. CoRR abs/1904.05052 (2019) - 2018
- [c47]Carlos Fernandez-Lozano, Jose Liñares-Blanco, Marcos Gestal, Julián Dorado, Alejandro Pazos:
Integrative multi-omics data-driven approach for metastasis prediction in cancer. DATA 2018: 44:1-44:4 - [c46]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 - 2015
- [j17]Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Julián Dorado, Colin Campbell:
Texture classification using feature selection and kernel-based techniques. Soft Comput. 19(9): 2469-2480 (2015) - [c45]Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos:
Classification of Two-channel Signals by Means of Genetic Programming. GECCO (Companion) 2015: 1319-1325 - 2014
- [j16]Noelia Vállez, Gloria Bueno García, Oscar Déniz, Julián 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): 569-584 (2014) - 2013
- [j15]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) - [j14]Enrique Fernández-Blanco, Daniel Rivero, Marcos Gestal, Julián Dorado:
Classification of signals by means of Genetic Programming. Soft Comput. 17(10): 1929-1937 (2013) - [c44]Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado:
2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS 2013: 5-14 - [c43]Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado:
Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) 2013: 117-130 - [c42]Vanessa Aguiar-Pulido, Victoria Suárez-Ulloa, Daniel Rivero, José M. Eirín-López, Julián Dorado:
Clustering of Gene Expression Profiles Applied to Marine Research. IWANN (1) 2013: 453-462 - [c41]Carlos Fernandez-Lozano, Guillermo López-Campos, José A. Seoane, Victoria López-Alonso, Julián Dorado, Fernando Martín-Sánchez, Alejandro Pazos:
Anonymizing Patient Genomic Data for Public Sharing Association Studies. MedInfo 2013: 979 - [c40]Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Daniel Rivero, Julián 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: 401-404 - 2012
- [j13]Daniel Rivero, Ling Guo, José A. Seoane, Julián Dorado:
Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification. IET Signal Process. 6(3): 186-194 (2012) - [j12]Pablo Seoane, Marcos Gestal, Julián 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): 6-13 (2012) - [c39]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 - [c38]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 - [c37]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
- [j11]Ling Guo, Daniel Rivero, Julián Dorado, Cristian R. Munteanu, Alejandro Pazos:
Automatic feature extraction using genetic programming: An application to epileptic EEG classification. Expert Syst. Appl. 38(8): 10425-10436 (2011) - [j10]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) - [c36]Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos:
A new signal classification technique by means of Genetic Algorithms and kNN. IEEE Congress on Evolutionary Computation 2011: 581-586 - [c35]Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos:
Using recurrent ANNs for the detection of epileptic seizures in EEG signals. IEEE Congress on Evolutionary Computation 2011: 587-592 - [c34]Noelia Vállez, Gloria Bueno García, Oscar Déniz-Suárez, José A. Seoane, Julián Dorado, Alejandro Pazos:
A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories. IbPRIA 2011: 580-587 - [c33]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 - [p1]Cristian R. Munteanu, Julián Dorado, Alejandro Pazos Sierra, Francisco J. Prado-Prado, L. G. Pérez-Montoto, Santiago Vilar, Florencio M. Ubeira, Angeles Sánchez-Gonzaléz, Maykel Cruz-Monteagudo, Sonia Arrasate, Nuria Sotomayor, Esther Lete, Aliuska Duardo-Sánchez, Antonio Díaz-López, Grace Patlewicz, Humberto González Díaz:
Markov Entropy Centrality: Chemical, Biological, Crime, and Legislative Networks. Towards an Information Theory of Complex Networks 2011: 199-258 - 2010
- [j9]Alba Cabarcos, Tamara Sanchez, José A. Seoane, Vanessa Aguiar-Pulido, Ana Freire, Julián 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): 371-385 (2010) - [j8]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) - [c32]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 - [c31]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 - [c30]Ana Freire, José A. Seoane, Alvaro Rodríguez, Cristina Ruíz Romero, Guillermo López-Campos, Julián Dorado:
A Block-matching based technique for the analysis of 2D gel images. MedInfo 2010: 1282-1286
2000 – 2009
- 2009
- [j7]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) - [c29]Ana Porto Pazos, Guillermo Rodríguez, Julián Dorado, Alejandro Pazos:
Software Tool to Build Brain Computational Models through Internet. BIOCOMP 2009: 347-352 - [c28]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 - [c27]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 - [c26]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 - [c25]Daniel Rivero, Julián Dorado, Enrique Fernández-Blanco, Alejandro Pazos:
A Genetic Algorithm for ANN Design, Training and Simplification. IWANN (1) 2009: 391-398 - [e1]Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Encyclopedia of Artificial Intelligence (3 Volumes). IGI Global 2009, ISBN 9781599048499 [contents] - [r2]Enrique Fernández-Blanco, Julián Dorado de la Calle:
Computer Morphogenesis in Self-Organizing Structures. Encyclopedia of Artificial Intelligence 2009: 377-382 - [r1]Mónica Miguélez Rico, José Antonio Seoane Fernández, Julián Dorado de la Calle:
Ontologies and Processing Patterns for Microarrays. Encyclopedia of Artificial Intelligence 2009: 1273-1277 - 2008
- [c24]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 - [c23]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
- [j6]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) - [c22]Enrique Fernández-Blanco, Julián Dorado, Juan R. Rabuñal, Marcos Gestal, Nieves Pedreira:
A Computational Morphogenesis Approach to Simple Structure Development. ECAL 2007: 825-834 - [c21]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 - [c20]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
- [c19]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
- [j5]Marcos Gestal, María Paz Gómez-Carracedo, José Manuel Andrade, Julián 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): 181-198 (2005) - [c18]David Rey, José Crespo, Alberto Anguita, Juan Luis Pérez Ordóñez, Julián 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: 34-43 - [c17]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 - [c16]Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Time Series Forecast with Anticipation Using Genetic Programming. IWANN 2005: 968-975 - 2004
- [j4]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) - [c15]Nieves Pedreira, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva:
Knowledge Management and Interactive Learning. EKAW 2004: 481-482 - [c14]Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos:
Using Genetic Programming for Character Discrimination in Damaged Documents. EvoWorkshops 2004: 349-358 - [c13]Nieves Pedreira, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva:
A Model of Virtual 'Learning to Learn'. ICALT 2004 - [c12]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
- [j3]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) - [c11]Daniel Rivero, Rafael Vidal, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos:
Restoration of Old Documents with Genetic Algorithms. EvoWorkshops 2003: 432-443 - [c10]Juan R. Rabuñal, Julián Dorado, Alejandro Pazos, Daniel Rivero:
Rules and Generalization Capacity Extraction from ANN with GP. IWANN (1) 2003: 606-613 - [c9]Marcos Gestal, Julio C. Brégains, Juan Antonio Rodríguez, Julián Dorado:
Neural Networks & Antennas Design: An Application for Avoiding Interferences. IWANN (2) 2003: 750-757 - 2002
- [j2]Antonino Santos, Bernardino Arcay Varela, Julián 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): 3-16 (2002) - [c8]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 - [c7]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
- [c6]Julián Dorado, Antonino Santos, Juan R. Rabuñal, Nieves Pedreira, Alejandro Pazos:
Hybrid Two-Population Genetic Algorithm. Fuzzy Days 2001: 464-470 - [c5]Javier Pereira Loureiro, Alejandro Lamelo, José Manuel Vázquez-Naya, Mario Fernández, Julián 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 - [c4]Julián Dorado, Antonino Santos, Juan R. Rabuñal:
Multilevel Genetic Algorithm for the Complete Development of ANN. IWANN (1) 2001: 717-724
1990 – 1999
- 1999
- [c3]Alejandro Pazos, Antonino Santos del Riego, Julián Dorado, Juan J. Romero Caldalda:
Genetic music compositor. CEC 1999: 885-890 - [c2]Alejandro Pazos, Antonino Santos del Riego, Julián Dorado, Juan J. Romero Cardalda:
Connectionist system for music interpretation. IJCNN 1999: 4002-4005 - 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) - 1996
- [c1]Julián Dorado de la Calle, Antonino Santos del Riego, Alejandro Pazos Sierra:
Methodology for the construction of more efficient artificial neural networks by means of studying and selecting the training set. ICNN 1996: 1285-1290
Coauthor Index
José Antonio Seoane Fernández
aka: José A. Seoane
aka: José A. Seoane
Alejandro Pazos
aka: Alejandro Pazos Sierra
aka: Alejandro Pazos Sierra
Juan R. Rabuñal
aka: Juan Ramón Rabuñal
aka: Juan Ramón Rabuñal
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