Julián Dorado

73 papers A 2B 8C 1Misc 6Journal 23Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Network traffic foundation models: A systematic review. Comput. Networks Rubén Pérez-Jove, Cristian R. Munteanu, Julián Dorado, Alejandro Pazos, José Manuel Vázquez-Naya
2025	—	`conf`	From Biological Neurons to Artificial Neural Networks: A Bioinspired Training Alternative. IWANN (1) Alberto Fernandez-Sanchez, Marcos Gestal, Julián Dorado, Alejandro Pazos
2024	J	`jnl`	From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine. Health Inf. Sci. Syst. Shumin Ren, Jiakun Li, Julián Dorado, Alejandro Pazos Sierra, Humberto González Díaz, Aliuska Duardo-Sánchez, Bairong Shen
2020	J	`jnl`	Developing a Secure Low-Cost Radon Monitoring System. Sensors Alberto Alvarellos, Marcos Gestal, Julián Dorado, Juan Ramón Rabuñal
2019	J	`jnl`	A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications. CoRR Enrique Fernández-Blanco, Daniel Rivero, Marcos Gestal, Carlos Fernandez-Lozano, Norberto Ezquerra, Cristian R. Munteanu, Julián Dorado
2019	J	`jnl`	Classification of Two-channel Signals by Means of Genetic Programming. CoRR Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos
2019	J	`jnl`	Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models. CoRR Carlos Fernandez-Lozano, Ruben F. Cuinas, José A. Seoane, Enrique Fernández-Blanco, Julián Dorado, Cristian R. Munteanu
2019	B	`conf`	GDPR Impacts and Opportunities for Computer-Aided Diagnosis Guidelines and Legal Perspectives. CBMS Micael Pedrosa, Carlos Costa, Julián Dorado
2018	—	`conf`	Evaluation as a Continuous Improvement Process in the Learning of Programming Languages. SOCO-CISIS-ICEUTE Marcos Gestal, Carlos Fernandez-Lozano, Cristian R. Munteanu, Juan R. Rabuñal, Julián Dorado
2018	C	`conf`	Integrative multi-omics data-driven approach for metastasis prediction in cancer. DATA Carlos Fernandez-Lozano, Jose Liñares-Blanco, Marcos Gestal, Julián Dorado, Alejandro Pazos
2015	—	`conf`	Classification of Two-channel Signals by Means of Genetic Programming. GECCO (Companion) Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos
2015	J	`jnl`	Texture classification using feature selection and kernel-based techniques. Soft Comput. Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Julián Dorado, Colin Campbell
2014	J	`jnl`	Breast density classification to reduce false positives in CADe systems. Comput. Methods Programs Biomed. Noelia Vállez, Gloria Bueno García, Oscar Déniz, Julián Dorado, José Antonio Seoane Fernández, Alejandro Pazos, Carlos Pastor
2013	—	`conf`	2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado
2013	—	`conf`	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) Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Daniel Rivero, Julián Dorado, Alejandro Pazos
2013	—	`conf`	Anonymizing Patient Genomic Data for Public Sharing Association Studies. MedInfo Carlos Fernandez-Lozano, Guillermo López-Campos, José A. Seoane, Victoria López-Alonso, Julián Dorado, Fernando Martín-Sánchez, Alejandro Pazos
2013	J	`jnl`	Classification of signals by means of Genetic Programming. Soft Comput. Enrique Fernández-Blanco, Daniel Rivero, Marcos Gestal, Julián Dorado
2013	—	`conf`	Clustering of Gene Expression Profiles Applied to Marine Research. IWANN (1) Vanessa Aguiar-Pulido, Victoria Suárez-Ulloa, Daniel Rivero, José M. Eirín-López, Julián Dorado
2013	J	`jnl`	SNP locator: a candidate SNP selection tool. Int. J. Data Min. Model. Manag. José A. Seoane, Vanessa Aguiar-Pulido, Alba Cabarcos, Sonsoles Quintela, Juan Ramón Rabuñal, Julián Dorado
2013	—	`conf`	Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado
2012	—	`conf`	Analysis of Deformation Processes using Block-matching Techniques. VISAPP (2) Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julián Dorado
2012	J	`jnl`	Approach for solving multimodal problems using Genetic Algorithms with Grouped into Species optimized with Predator-Prey. Int. J. Interact. Multim. Artif. Intell. Pablo Seoane, Marcos Gestal, Julián Dorado
2012	Misc	`conf`	Approach of Genetic Algorithms with Grouping into Species Optimized with Predator-Prey Method for Solving Multimodal Problems. DCAI Pablo Seoane, Marcos Gestal, Julián Dorado, Juan Ramón Rabuñal, Daniel Rivero
2012	—	`conf`	Introduction to Informatics for Future Documentalists in the European Higher Education Area. CSEDU (1) Marcos Gestal, Daniel Rivero, Juan Ramón Rabuñal, Julián Dorado, Alejandro Pazos
2012	J	`jnl`	Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification. IET Signal Process. Daniel Rivero, Ling Guo, José A. Seoane, Julián Dorado
2011	Misc	`conf`	A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories. IbPRIA Noelia Vállez, Gloria Bueno García, Oscar Déniz-Suárez, José A. Seoane, Julián Dorado, Alejandro Pazos
2011	B	`conf`	A new signal classification technique by means of Genetic Algorithms and kNN. IEEE Congress on Evolutionary Computation Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos
2011	J	`jnl`	Automatic feature extraction using genetic programming: An application to epileptic EEG classification. Expert Syst. Appl. Ling Guo, Daniel Rivero, Julián Dorado, Cristian R. Munteanu, Alejandro Pazos
2011	—	`ch.`	Markov Entropy Centrality: Chemical, Biological, Crime, and Legislative Networks. Towards an Information Theory of Complex Networks 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
2011	—	`conf`	Motion estimation in real deformation processes based on block-matching techniques. ISSPIT Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julián Dorado
2011	J	`jnl`	Optical Fish Trajectory Measurement in Fishways through Computer Vision and Artificial Neural Networks. J. Comput. Civ. Eng. Alvaro Rodríguez, María Bermúdez-Edo, Juan R. Rabuñal, Jerónimo Puertas, Julián Dorado, Luís Peña, Luis Balairón
2011	B	`conf`	Using recurrent ANNs for the detection of epileptic seizures in EEG signals. IEEE Congress on Evolutionary Computation Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos
2010	—	`conf`	A Block-matching based technique for the analysis of 2D gel images. MedInfo Ana Freire, José A. Seoane, Alvaro Rodríguez, Cristina Ruíz Romero, Guillermo López-Campos, Julián Dorado
2010	—	`conf`	Basics of Web Application Design - An Example-based Learning Approach. CSEDU (1) Marcos Gestal, Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos
2010	J	`jnl`	Generation and simplification of Artificial Neural Networks by means of Genetic Programming. Neurocomputing Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos
2010	J	`jnl`	Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool. Int. J. Electron. Heal. Alba Cabarcos, Tamara Sanchez, José A. Seoane, Vanessa Aguiar-Pulido, Ana Freire, Julián Dorado, Alejandro Pazos
2010	—	`conf`	Two-population Genetic Algorithm - An Approach to Improve the Population Diversity. ICAART (1) Marcos Gestal, Daniel Rivero, Enrique Fernández-Blanco, Juan R. Rabuñal, Julián Dorado
2009	—	`conf`	A Genetic Algorithm for ANN Design, Training and Simplification. IWANN (1) Daniel Rivero, Julián Dorado, Enrique Fernández-Blanco, Alejandro Pazos
2009	—	`conf`	Artificial Cells for Information Processing: Iris Classification. ECAL (1) Enrique Fernández-Blanco, Julián Dorado, Jose A. Serantes, Daniel Rivero, Juan R. Rabuñal
2009	—	`conf`	Building the European Higher Education Area - A Subject in Information Systems Security. CSEDU (1) Marcos Gestal, Juan R. Rabuñal, Julián Dorado, Daniel Rivero, Alejandro Pazos
2009	—	`book`	Encyclopedia of Artificial Intelligence (3 Volumes) Encyclopedia of Artificial Intelligence Juan R. Rabuñal, Julián Dorado, Alejandro Pazos
2009	B	`conf`	Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison. IJCNN Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos
2009	J	`jnl`	Modifying genetic programming for artificial neural network development for data mining. Soft Comput. Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos
2009	—	`conf`	Software Tool to Build Brain Computational Models through Internet. BIOCOMP Ana Porto Pazos, Guillermo Rodríguez, Julián Dorado, Alejandro Pazos
2008	A	`conf`	Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs. ECAI Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos
2008	—	`conf`	Hybrid System for Data Classification of DNA Microarrays With GA and SVM. ICSOFT (ISDM/ABF) Mónica Miguélez Rico, Juan Luis Pérez, Juan R. Rabuñal, Julián Dorado
2007	Misc	`conf`	A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems. IWANN Daniel Rivero, Julián Dorado, Juan R. Rabuñal, Marcos Gestal
2007	—	`conf`	A Computational Morphogenesis Approach to Simple Structure Development. ECAL Enrique Fernández-Blanco, Julián Dorado, Juan R. Rabuñal, Marcos Gestal, Nieves Pedreira
2007	J	`jnl`	A new hybrid evolutionary mechanism based on unsupervised learning for Connectionist Systems. Neurocomputing Ana Porto Pazos, Alfonso Araque, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos
2007	—	`conf`	Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem. ICANNGA (1) Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos
2006	Misc	`conf`	Description of ranns and their generalisation capabilities by means of rule extraction by genetic programming. Artificial Intelligence and Soft Computing Marcos Gestal, Juan R. Rabuñal, Julián Dorado, Javier Pereira
2005	—	`conf`	Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform. ISBMDA David Rey, José Crespo, Alberto Anguita, Juan Luis Pérez-Ordóñez, Julián Dorado, Gloria Bueno García, Vicente Feliú Batlle, Antonio Estruch, José Antonio Heredia
2005	Misc	`conf`	Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development. IWANN Juan R. Rabuñal, Julián Dorado, Marcos Gestal, Nieves Pedreira
2005	J	`jnl`	Selection Of Variables By Genetic Algorithms To Classify Apple Beverages By Artificial Neural Networks. Appl. Artif. Intell. Marcos Gestal, María Paz Gómez-Carracedo, José Manuel Andrade, Julián Dorado, Esther Fernández, Darío Prada, Alejandro Pazos
2005	Misc	`conf`	Time Series Forecast with Anticipation Using Genetic Programming. IWANN Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos
2004	B	`conf`	A Model of Virtual 'Learning to Learn'. ICALT Nieves Pedreira, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva
2004	J	`jnl`	A New Approach to the Extraction of ANN Rules and to Their Generalization Capacity Through GP. Neural Comput. Juan R. Rabuñal, Julián Dorado, Alejandro Pazos, Javier Pereira, Daniel Rivero
2004	—	`conf`	Distributed genetic programming by an object oriented system using java and corba. Parallel and Distributed Computing and Networks Juan R. Rabuñal, Julián Dorado, Miguel Varela, Daniel Rivero, Marcos Gestal
2004	B	`conf`	Knowledge Management and Interactive Learning. EKAW Nieves Pedreira, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos, Andrés Silva
2004	—	`conf`	Using Genetic Programming for Character Discrimination in Damaged Documents. EvoWorkshops Daniel Rivero, Juan R. Rabuñal, Julián Dorado, Alejandro Pazos
2003	—	`conf`	Neural Networks & Antennas Design: An Application for Avoiding Interferences. IWANN (2) Marcos Gestal, Julio C. Brégains, Juan Antonio Rodríguez, Julián Dorado
2003	J	`jnl`	Prediction and Modeling of the Rainfall-Runoff Transformation of a Typical Urban Basin Using ANN and GP. Appl. Artif. Intell. Julián Dorado, Juan R. Rabuñal, Alejandro Pazos, Daniel Rivero, Antonino Santos, Jerónimo Puertas
2003	—	`conf`	Restoration of Old Documents with Genetic Algorithms. EvoWorkshops Daniel Rivero, Rafael Vidal, Julián Dorado, Juan R. Rabuñal, Alejandro Pazos
2003	—	`conf`	Rules and Generalization Capacity Extraction from ANN with GP. IWANN (1) Juan R. Rabuñal, Julián Dorado, Alejandro Pazos, Daniel Rivero
2002	J	`jnl`	Artificial Neural Networks Manipulation Server: Research on the Integration of Databases and Artificial Neural Networks. Neural Comput. Appl. Antonino Santos, Bernardino Arcay Varela, Julián Dorado, A. B. Rodríguez, Alejandro Pazos
2002	A	`conf`	Automatic Recurrent and Feed-Forward ANN Rule and Expression Extraction with Genetic Programming. PPSN Julián Dorado, Juan R. Rabuñal, Antonino Santos, Alejandro Pazos, Daniel Rivero
2002	—	`conf`	Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming. EvoWorkshops Julián Dorado, Juan R. Rabuñal, Jerónimo Puertas, Antonino Santos, Daniel Rivero
2001	—	`conf`	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 Javier Pereira Loureiro, Alejandro Lamelo, José Manuel Vázquez-Naya, Mario Fernández, Julián Dorado, Antonino Santos, Jorge Teijeiro Vidal, Alejandro Pazos
2001	—	`conf`	Hybrid Two-Population Genetic Algorithm. Fuzzy Days Julián Dorado, Antonino Santos, Juan R. Rabuñal, Nieves Pedreira, Alejandro Pazos
2001	—	`conf`	Multilevel Genetic Algorithm for the Complete Development of ANN. IWANN (1) Julián Dorado, Antonino Santos, Juan R. Rabuñal
1999	B	`conf`	Connectionist system for music interpretation. IJCNN Alejandro Pazos, Antonino Santos del Riego, Julián Dorado, Juan J. Romero Cardalda
1999	B	`conf`	Genetic music compositor. CEC Alejandro Pazos, Antonino Santos del Riego, Julián Dorado, Juan J. Romero Caldalda
1998	J	`jnl`	Algoritmos genéticos para el entrenamiento de redes de neuronas artificiales (RNA) recurrentes con activaciones temporales. Inteligencia Artif. Alejandro Pazos, Julián Dorado, Antonino Santos, Juan R. Rabuñal, Nieves Pedreira