Methodology for the construction of more efficient artificial neural networks by means of studying and selecting the training set. - Julián Dorado de la Calle; Antonino Santos del Riego; Alejandro Pazos Sierra (ICNN, 1996)

Algoritmos genéticos para el entrenamiento de redes de neuronas artificiales (RNA) recurrentes con activaciones temporales. - Alejandro Pazos; Julián Dorado; Antonino Santos; Juan R. Rabuñal; Nieves Pedreira (Inteligencia Artif., 1998)

Genetic music compositor. - Alejandro Pazos; Antonino Santos del Riego; Julián Dorado; Juan J. Romero Caldalda (CEC, 1999)

Connectionist system for music interpretation. - Alejandro Pazos; Antonino Santos del Riego; Julián Dorado; Juan J. Romero Cardalda (IJCNN, 1999)

Hybrid Two-Population Genetic Algorithm. - Julián Dorado; Antonino Santos; Juan R. Rabuñal; Nieves Pedreira; Alejandro Pazos (Fuzzy Days, 2001)

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. - Javier Pereira Loureiro; Alejandro Lamelo; José Manuel Vázquez-Naya; Mario Fernández; Julián Dorado; Antonino Santos; Jorge Teijeiro Vidal; Alejandro Pazos (ISMDA, 2001)

Multilevel Genetic Algorithm for the Complete Development of ANN. - Julián Dorado; Antonino Santos; Juan R. Rabuñal (IWANN (1), 2001)

Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming. - Julián Dorado; Juan R. Rabuñal; Jerónimo Puertas; Antonino Santos; Daniel Rivero 001 (EvoWorkshops, 2002)

Automatic Recurrent and Feed-Forward ANN Rule and Expression Extraction with Genetic Programming. - Julián Dorado; Juan R. Rabuñal; Antonino Santos; Alejandro Pazos; Daniel Rivero 001 (PPSN, 2002)

Artificial Neural Networks Manipulation Server: Research on the Integration of Databases and Artificial Neural Networks. - Antonino Santos; Bernardino Arcay Varela; Julián Dorado; A. B. Rodríguez; Alejandro Pazos (Neural Comput. Appl., 2002)

Restoration of Old Documents with Genetic Algorithms. - Daniel Rivero 001; Rafael Vidal; Julián Dorado; Juan R. Rabuñal; Alejandro Pazos (EvoWorkshops, 2003)

Neural Networks & Antennas Design: An Application for Avoiding Interferences. - Marcos Gestal; Julio C. Brégains; Juan Antonio Rodríguez; Julián Dorado (IWANN (2), 2003)

Rules and Generalization Capacity Extraction from ANN with GP. - Juan R. Rabuñal; Julián Dorado; Alejandro Pazos; Daniel Rivero 001 (IWANN (1), 2003)

Prediction and Modeling of the Rainfall-Runoff Transformation of a Typical Urban Basin Using ANN and GP. - Julián Dorado; Juan R. Rabuñal; Alejandro Pazos; Daniel Rivero 001; Antonino Santos; Jerónimo Puertas (Appl. Artif. Intell., 2003)

Knowledge Management and Interactive Learning. - Nieves Pedreira; Julián Dorado; Juan R. Rabuñal; Alejandro Pazos; Andrés Silva (EKAW, 2004)

Using Genetic Programming for Character Discrimination in Damaged Documents. - Daniel Rivero 001; Juan R. Rabuñal; Julián Dorado; Alejandro Pazos (EvoWorkshops, 2004)

A Model of Virtual 'Learning to Learn'. - Nieves Pedreira; Julián Dorado; Juan R. Rabuñal; Alejandro Pazos; Andrés Silva (ICALT, 2004)

Distributed genetic programming by an object oriented system using java and corba. - Juan R. Rabuñal; Julián Dorado; Miguel Varela; Daniel Rivero 001; Marcos Gestal (Parallel and Distributed Computing and Networks, 2004)

A New Approach to the Extraction of ANN Rules and to Their Generalization Capacity Through GP. - Juan R. Rabuñal; Julián Dorado; Alejandro Pazos; Javier Pereira 001; Daniel Rivero 001 (Neural Comput., 2004)

Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform. - David Rey 002; José Crespo; Alberto Anguita; Juan Luis Pérez Ordóñez; Julián Dorado; Gloria Bueno García; Vicente Feliú Batlle; Antonio Estruch; José Antonio Heredia (ISBMDA, 2005)

Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development. - Juan R. Rabuñal; Julián Dorado; Marcos Gestal; Nieves Pedreira (IWANN, 2005)

Time Series Forecast with Anticipation Using Genetic Programming. - Daniel Rivero 001; Juan R. Rabuñal; Julián Dorado; Alejandro Pazos (IWANN, 2005)

Selection Of Variables By Genetic Algorithms To Classify Apple Beverages By Artificial Neural Networks. - Marcos Gestal; María Paz Gómez-Carracedo; José Manuel Andrade; Julián Dorado; Esther Fernández; Darío Prada; Alejandro Pazos (Appl. Artif. Intell., 2005)

Description of ranns and their generalisation capabilities by means of rule extraction by genetic programming. - Marcos Gestal; Juan R. Rabuñal; Julián Dorado; Javier Pereira 001 (Artificial Intelligence and Soft Computing, 2006)

A Computational Morphogenesis Approach to Simple Structure Development. - Enrique Fernández-Blanco; Julián Dorado; Juan R. Rabuñal; Marcos Gestal; Nieves Pedreira (ECAL, 2007)

Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem. - Daniel Rivero 001; Juan R. Rabuñal; Julián Dorado; Alejandro Pazos (ICANNGA (1), 2007)

A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems. - Daniel Rivero 001; Julián Dorado; Juan R. Rabuñal; Marcos Gestal (IWANN, 2007)

A new hybrid evolutionary mechanism based on unsupervised learning for Connectionist Systems. - Ana Porto Pazos; Alfonso Araque; Juan R. Rabuñal; Julián Dorado; Alejandro Pazos (Neurocomputing, 2007)

Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs. - Daniel Rivero 001; Julián Dorado; Juan R. Rabuñal; Alejandro Pazos (ECAI, 2008)

Hybrid System for Data Classification of DNA Microarrays With GA and SVM. - Mónica Miguélez Rico; Juan Luis Pérez; Juan R. Rabuñal; Julián Dorado (ICSOFT (ISDM/ABF), 2008)

Software Tool to Build Brain Computational Models through Internet. - Ana Porto Pazos; Guillermo Rodríguez; Julián Dorado; Alejandro Pazos (BIOCOMP, 2009)

Building the European Higher Education Area - A Subject in Information Systems Security. - Marcos Gestal; Juan R. Rabuñal; Julián Dorado; Daniel Rivero 001; Alejandro Pazos (CSEDU (1), 2009)

Artificial Cells for Information Processing: Iris Classification. - Enrique Fernández-Blanco; Julián Dorado; Jose A. Serantes; Daniel Rivero 001; Juan R. Rabuñal (ECAL (1), 2009)

Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison. - Daniel Rivero 001; Julián Dorado; Juan R. Rabuñal; Alejandro Pazos (IJCNN, 2009)

A Genetic Algorithm for ANN Design, Training and Simplification. - Daniel Rivero 001; Julián Dorado; Enrique Fernández-Blanco; Alejandro Pazos (IWANN (1), 2009)

Modifying genetic programming for artificial neural network development for data mining. - Daniel Rivero 001; Julián Dorado; Juan R. Rabuñal; Alejandro Pazos (Soft Comput., 2009)

Computer Morphogenesis in Self-Organizing Structures. - Enrique Fernández-Blanco; Julián Dorado de la Calle (Encyclopedia of Artificial Intelligence, 2009)

Ontologies and Processing Patterns for Microarrays. - Mónica Miguélez Rico; José Antonio Seoane Fernández; Julián Dorado de la Calle (Encyclopedia of Artificial Intelligence, 2009)

Basics of Web Application Design - An Example-based Learning Approach. - Marcos Gestal; Daniel Rivero 001; Juan R. Rabuñal; Julián Dorado; Alejandro Pazos (CSEDU (1), 2010)

Two-population Genetic Algorithm - An Approach to Improve the Population Diversity. - Marcos Gestal; Daniel Rivero 001; Enrique Fernández-Blanco; Juan R. Rabuñal; Julián Dorado (ICAART (1), 2010)

A Block-matching based technique for the analysis of 2D gel images. - Ana Freire; José A. Seoane; Alvaro Rodríguez 001; Cristina Ruíz Romero; Guillermo López-Campos; Julián Dorado (MedInfo, 2010)

Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool. - Alba Cabarcos; Tamara Sanchez; José A. Seoane; Vanessa Aguiar-Pulido; Ana Freire; Julián Dorado; Alejandro Pazos (Int. J. Electron. Heal., 2010)

Generation and simplification of Artificial Neural Networks by means of Genetic Programming. - Daniel Rivero 001; Julián Dorado; Juan R. Rabuñal; Alejandro Pazos (Neurocomputing, 2010)

Markov Entropy Centrality: Chemical, Biological, Crime, and Legislative 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; et al. (Towards an Information Theory of Complex Networks, 2011)

A new signal classification technique by means of Genetic Algorithms and kNN. - Daniel Rivero 001; Enrique Fernández-Blanco; Julián Dorado; Alejandro Pazos (IEEE Congress on Evolutionary Computation, 2011)

Using recurrent ANNs for the detection of epileptic seizures in EEG signals. - Daniel Rivero 001; Enrique Fernández-Blanco; Julián Dorado; Alejandro Pazos (IEEE Congress on Evolutionary Computation, 2011)

A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories. - Noelia Vállez; Gloria Bueno García; Oscar Déniz-Suárez; José A. Seoane; Julián Dorado; Alejandro Pazos (IbPRIA, 2011)

Motion estimation in real deformation processes based on block-matching techniques. - Alvaro Rodríguez 001; Carlos Fernandez-Lozano; José Antonio Seoane Fernández; Juan R. Rabuñal; Julián Dorado (ISSPIT, 2011)

Automatic feature extraction using genetic programming: An application to epileptic EEG classification. - Ling Guo; Daniel Rivero 001; Julián Dorado; Cristian R. Munteanu; Alejandro Pazos (Expert Syst. Appl., 2011)

Optical Fish Trajectory Measurement in Fishways through Computer Vision and Artificial Neural Networks. - Alvaro Rodríguez 001; María Bermúdez-Edo; Juan R. Rabuñal; Jerónimo Puertas; Julián Dorado; Luís Peña; Luis Balairón (J. Comput. Civ. Eng., 2011)

Introduction to Informatics for Future Documentalists in the European Higher Education Area. - Marcos Gestal; Daniel Rivero 001; Juan Ramón Rabuñal; Julián Dorado; Alejandro Pazos (CSEDU (1), 2012)

Approach of Genetic Algorithms with Grouping into Species Optimized with Predator-Prey Method for Solving Multimodal Problems. - Pablo Seoane; Marcos Gestal; Julián Dorado; Juan Ramón Rabuñal; Daniel Rivero 001 (DCAI, 2012)

Analysis of Deformation Processes using Block-matching Techniques. - Alvaro Rodríguez 001; Carlos Fernandez-Lozano; José Antonio Seoane Fernández; Juan R. Rabuñal; Julián Dorado (VISAPP (2), 2012)

Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification. - Daniel Rivero 001; Ling Guo; José A. Seoane; Julián Dorado (IET Signal Process., 2012)

Approach for solving multimodal problems using Genetic Algorithms with Grouped into Species optimized with Predator-Prey. - Pablo Seoane; Marcos Gestal; Julián Dorado (Int. J. Interact. Multim. Artif. Intell., 2012)

Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. - Carlos Fernandez-Lozano; José A. Seoane; Pablo Mesejo; Youssef S. G. Nashed; Stefano Cagnoni; Julián Dorado (BIOSTEC (Selected Papers), 2013)

2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. - Carlos Fernandez-Lozano; José A. Seoane; Pablo Mesejo; Youssef S. G. Nashed; Stefano Cagnoni; Julián Dorado (BIOINFORMATICS, 2013)

Clustering of Gene Expression Profiles Applied to Marine Research. - Vanessa Aguiar-Pulido; Victoria Suárez-Ulloa; Daniel Rivero 001; José M. Eirín-López; Julián Dorado (IWANN (1), 2013)

Anonymizing Patient Genomic Data for Public Sharing Association Studies. - Carlos Fernandez-Lozano; Guillermo López-Campos; José A. Seoane; Victoria López-Alonso; Julián Dorado; Fernando Martín-Sánchez; Alejandro Pazos (MedInfo, 2013)

A Texture-based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images - A Feature Selection Method using Support Vector Machines and Genetic Algorithms. - Carlos Fernandez-Lozano; José A. Seoane; Marcos Gestal; Daniel Rivero 001; Julián Dorado; Alejandro Pazos (VISAPP (1), 2013)

SNP locator: a candidate SNP selection tool. - José A. Seoane; Vanessa Aguiar-Pulido; Alba Cabarcos; Sonsoles Quintela; Juan Ramón Rabuñal; Julián Dorado (Int. J. Data Min. Model. Manag., 2013)

Classification of signals by means of Genetic Programming. - Enrique Fernández-Blanco; Daniel Rivero 001; Marcos Gestal; Julián Dorado (Soft Comput., 2013)

Breast density classification to reduce false positives in CADe systems. - Noelia Vállez; Gloria Bueno García; Oscar Déniz; Julián Dorado; José Antonio Seoane Fernández; Alejandro Pazos; Carlos Pastor (Comput. Methods Programs Biomed., 2014)

Classification of Two-channel Signals by Means of Genetic Programming. - Daniel Rivero 001; Enrique Fernández-Blanco; Julián Dorado; Alejandro Pazos (GECCO (Companion), 2015)

Texture classification using feature selection and kernel-based techniques. - Carlos Fernandez-Lozano; José Antonio Seoane Fernández; Marcos Gestal; Tom R. Gaunt; Julián Dorado; Colin Campbell (Soft Comput., 2015)

Integrative multi-omics data-driven approach for metastasis prediction in cancer. - Carlos Fernandez-Lozano; Jose Liñares-Blanco; Marcos Gestal; Julián Dorado; Alejandro Pazos (DATA, 2018)

Evaluation as a Continuous Improvement Process in the Learning of Programming Languages. - Marcos Gestal; Carlos Fernandez-Lozano; Cristian R. Munteanu; Juan R. Rabuñal; Julián Dorado (SOCO-CISIS-ICEUTE, 2018)

GDPR Impacts and Opportunities for Computer-Aided Diagnosis Guidelines and Legal Perspectives. - Micael Pedrosa; Carlos Costa 001; Julián Dorado (CBMS, 2019)

A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications. - Enrique Fernández-Blanco; Daniel Rivero 001; Marcos Gestal; Carlos Fernandez-Lozano; Norberto Ezquerra; Cristian R. Munteanu; Julián Dorado (CoRR, 2019)

Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models. - Carlos Fernandez-Lozano; Ruben F. Cuinas; José A. Seoane; Enrique Fernández-Blanco; Julián Dorado; Cristian R. Munteanu (CoRR, 2019)

Developing a Secure Low-Cost Radon Monitoring System. - Alberto Alvarellos; Marcos Gestal; Julián Dorado; Juan Ramón Rabuñal (Sensors, 2020)

From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine. - Shumin Ren; Jiakun Li; Julián Dorado; Alejandro Pazos Sierra; Humberto González Díaz; Aliuska Duardo-Sánchez; Bairong Shen (Health Inf. Sci. Syst., 2024)