Julián
Dorado de la Calle

Teléfono:	+34 981 16 70 00
Ext:	1239
Fax:	+34 981 16 71 60
Dirección:	Facultad de Informática, Campus de Elviña s/n 15.071 A Coruña, Spain
Despacho:	3.07
Email:	julian@udc.es

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[Resumen]

Articulos Revista [107 items]

Fecha	Articulo	Revista
6-2022	Machine Learning-Based Radon Monitoring System	Chemosensors
2-2020	Net-Net AutoML Selection of Artificial Neural Network Topology for Brain Connectome Prediction	Applied Sciences
1-2020	Developing a secure low-cost radon control system	Sensors
9-2019	Improvement of Epitope Prediction Using Peptide Sequence Descriptors and Machine Learning	International Journal of Molecular Science
12-2016	A methodology for the design of experiments in computational intelligence with multiple regression models	PeerJ
5-2016	Using Genetic Algorithms to improve Support Vector Regression in the analysis of Atomic spectra of Lubricant Oils	Engineering Computations
1-2016	Texture analysis in gel electrophoresis images using an integrative kernel-based approach	Scientific Reports
11-2015	A hybrid Evolutionary System for automated Artificial Neural Networks generation and simplification in biomedical applications	Current Bioinformatics
9-2015	Texture classification using feature selection and kernel-based techniques	Soft Computing
7-2015	Example-Based Learning: Development of Business Applications with .NET Technologies	Revista Digital de Investigación en Docencia Universitaria
7-2015	Classification of signaling proteins based on molecular star graph descriptors using machine-learning models	Journal of Theoretical Biology
6-2014	Two-Dimensional Gel Electrophoresis Image Registration using Block-Matching Techniques and Deformation Models	Analytical Biochemistry
5-2014	Markov Mean Properties for Cell Death-Related Protein Classification	Journal of Theoretical Biology
5-2014	Graph-based Processing of Macromolecular Information	Current Bioinformatics
3-2014	LECTINPred: web Server that Uses Complex Networks of Protein Structure for Prediction of Lectins with Potential Use as Cancer Biomarkers or in Parasite Vaccine Design	Molecular Informatics
1-2014	Improving Enzyme Regulatory Protein Classification by means of SVM-RFE Feature Selection	Molecular BioSystems
2014	Texture Classification of Proteins using Support Vector Machines and Bio-Inspired Metaheuristics	Communications in Computer and Information Science
12-2013	Hybrid model based on Genetic Algorithms and SVM applied to variable selection within fruit juice classification	The Scientific World Journal. Issue: Recent Advances on Bioinspired Computation
12-2013	High Order Texture-Based Analysis in Biomedical Images	Current Medical Imaging Reviews
12-2013	Soft Computing. Content Based Retrieval and Reconstruction in Medical Imaging	Current Medical Imaging Reviews
10-2013	Breast Density Classification to Reduce False Positives in CADe Systems	Computer Methods and Programs in Biomedicine
7-2013	Kernel-based Feature Selection Techniques for Transport Proteins Based on Star Graph Topological Indices	Current Topics in Medicinal Chemistry
6-2013	Regulatory affairs issues and legal ontologies in drug development	Frontiers in Bioscience (Elite edition)
5-2013	Evolutionary Computation and QSAR Research	Current Computer-Aided Drug Design
3-2013	The CHROMEVALOA Database: A Resource for the Evaluation of Okadaic Acid Contamination in the Marine Environment Based on the Chromatin-Associated Transcriptome of the Mussel Mytilus galloprovincialis	Marine Drugs
3-2013	Classification of signals by means of Genetic Programming	Soft Computing
3-2013	Artificial Intelligence Techniques in Medicinal Chemistry	Current Topics in Medicinal Chemistry
2-2013	Exploring patterns of epigenetic information with data mining techniques	Current Pharmaceutical Design. Special Issue: Epigenetic and metabolic drug target for anticancer therapy
2-2013	Biomedical Data Integration in Computational Drug Design and Bioinformatics	Current Computer-Aided Drug Design
1-2013	Genetic Based Spot Detection Method in Two-Dimensional Electrophoresis Images	International Journal "Information Technologies & Knowledge" (IJ ITK)
1-2013	Random Forest Classification based on Star Graph Topological Indices for Antioxidant Proteins	Journal of Theoretical Biology
2013	New approaches in data integration for Systems Chemical Biology	Current Topics in Medicinal Chemistry
2013	SNP Locator: a Candidate SNP Selection Tool	International Journal of Data Mining, Modeling and Management
8-2012	Automatic Seizure Detection Based on Star Graph Topological Indices	Journal of Neuroscience Methods
8-2012	Data Integration in Genomic Medicine: Trends and Applications	IMIA Yearbook of Medical Informatics 2012: Personal Health Informatics
6-2012	Approach for solving multimodal problems using Genetic Algorithms with Grouped into Species optimized with Predator-Prey	International Journal of Interactive Multimedia and Artificial Intelligence
6-2012	Improving Personal Health Record systems using ontologies: Retrieving context-sensitive information	Journal on Computing
5-2012	Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification	IET Signal Processing
5-2012	Naive Bayes QSDR classification based on spiral-graph Shannon entropies for protein biomarkers in human colon cancer	Molecular Biosystems
9-2011	Artificial Cells for Information Processing: Iris Classification	Lecture Notes in Artificial Intelligence
7-2011	Optical Fish Trajectory Measurement in Fishways through Computer Vision and Artificial Neural Networks	Journal Computing Civil Engineeering-ASCE
5-2011	The ability of MEAs containing cultured neuroglial networks to process information	Current Bioinformatics
3-2011	MISS-Prot: web server for self/non-self descrimination of protein residue networks in parasites; theory and experiments in Fasciola peptides and Anisakis allergens	Molecular BioSystems
1-2011	Automatic feature extraction using genetic programming: An application to epileptic EGG classification	Expert Systems with Applications
2011	An artificial neural network improves the non-invasive diagnosis of significant fibrosis in HIV/HCV coinfected patients	Journal of Infection
10-2010	Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks	Journal of Neuroscience Methods
9-2010	A Block-matching based technique for the analysis of 2D gel images	Studies in Health Technology and Informatics
8-2010	Generation and simplification of Artificial Neural networks by means of Genetic Programming	Neurocomputing
8-2010	Ontologies of Drug Discovery and Design for Neurology, Cardiology and Oncology	Current Pharmaceutical Design
7-2010	Machine Learning Techniques for Single Nucleotide Polymorphism - Disease Classification Models in Schizophrenia	Molecules
6-2010	Efficiency in the Transmission of Information Through Digital Imaging and Communications in Medicine Using Security Mechanisms: Tests with DISCUS	Telemedicines and e-Health
2010	Plasmod-PPI: a web-server predicting complex biopolymer targets in Plasmodium with entropy measures of protein-protein interactions	Polymer
2010	Trypano-PPI: A Web Server for Prediction of Unique Targets in Trypanosome Proteome by using Electrostatic Parameters of Protein-Protein Interactions	Journal of Proteome Research
2010	Artificial Intelligence Techniques for Colorectal Cancer Drug Metabolism: Ontologies and Complex Networks	Current Drug Metabolism
2010	Retrieval and Management of Medical Information from Heterogeneous Sources, for its Integration in a Medical Record Visualisation Tool	International Journal of Electronic Healthcare
6-2009	Evolving Simple Feed-Forward and Recurrent ANNs for Signal Classification: A Comparison	IEEE International Conference on Neural Networks- Conference Proceedings
6-2009	A Genetic Algorithm for ANN Desing, Training and Simplification	Bio-Inspired Systems: Cinoutational and Ambient Intelligence (LNCS 2217)
6-2009	Computer vision applied to wave flume measurements	Ocean Engineering
2-2009	Modiflying genetic programming for artificial neural network development for data mining	Soft Computing
2009	Complex Network Spectral Moments for ATCUN Motif DNA Cleavage: First Predictive Study on Proteins of Human Pathogen Parasites	Journal of Proteome Research
2009	Generalized Lattice Graphs for 2D-Visualization of Biological Information	Journal of Theoretical Biology
2009	Star Graphs of Protein Sequences and Proteome Mass Spectra in Cancer Prediction	Current Proteomics
2008	Automatic Recurrent ANN development for signal classification: detection of seizures in EEGS	Frontiers in Artificial Intelligence and Applications
12-2007	Chemically driven variable selection by focused multimodal genetic algorithms in mid-IR spectra	Analytical and Bioanalytical Chemistry
7-2007	A Computational Morphogenesis Approach to Simple Structure Development	Lecture Notes in Artificial Intelligence
6-2007	A New Hybrid Evolutionary Mechanism Based on Unsupervised Learnig for Connectionist Systems	Neurocomputing
6-2007	Linking chemical knowledge and genetic algorithms using two populations and focused multimodal search	Chemometrics and intelligent laboratory systems
6-2007	A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems	Lecture Notes in Computer Science. Computational and Ambient Intelligence
4-2007	Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem	Lecture Notes in Computer Science
4-2007	Diagnóstico por Imagen en Reumatología: de la Imagen Radiológica a la Imagen Molecular	I+S: Informática y Salud
3-2007	A New Evolutionary Computation Technique for 2D Morphogenesis and Information Processing	WSEAS Transactions on Information Science & Applications
3-2007	Building and Simplifying Artificial Neural Networks with Genetic Programming	WSEAS Transactions on Information Science and Applications
1-2007	A framework for measuring waves level in a wave tank with artificial vision techniques	WSEAS Transactions on Signal Processing
10-2006	Artificial Neural Network Development by means of Genetic Programming with Graph Codification	Transactions on Engineering, Computing and Technology
11-2005	Biomedical Image Processing Integration Through INBIOMED: A Web Services-Based Platform	Lecture Notes in Bioinformatics
6-2005	Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development	Lecture Notes in Computer Science. Computacional Intelligence and Bioinspired System
6-2005	Time Series Forecast with Anticipation using Genetic Programming	Lecture Notes in Computer Science. Computacional Intelligence and Bioinspired System
5-2005	Two-phase multiobjective optimization	WSEAS Transactions on Information Science & Applications
2-2005	Selection of variables by genetic algorithms to classify apple beverages by artificial neural networks	Applied Artificial Intelligence
10-2004	Knowledge Management and Interactive Learning	Lecture Notes in Artificial Intelligence: Engineering Knowledge in the Age of the Semantic Web
9-2004	Classification of Apple Beverages using Artificial Neural Networks with Previous Variable Selection	Analytica Chimica Acta
7-2004	A New Approach to the Extraction of ANN Rules and to their Generalization Capacity throught GP	Neural Computation
4-2004	Almacenamiento, procesado y análisis de imagen en un sistema de Informática Biomédica	I + S. Informática y Salud
4-2004	Using Genetic Programming for Charecter Discrimination in Damaged Documents	Lecture Notes in Computer Science. Applications of Evolutionary Computing
2-2004	Distributed Genetic Programming by an Object Oriented System using Java and CORBA	Parallel and Distributed Computing and Networks
2-2004	Search the Optimal RANN Architecture, Reduce the Training Set and Make the Training Process by a Distribute Genetic Algorithm	Artificial Intelligence and Applications
2004	Artificial Neural Network Development by means of Genetic Programming with Graph Codification	International Journal of Applied mathematics and Computer Sciences (ISSN 1307-6906)
8-2003	An Application Framework for Building Evolutionary Computer Systems in Music	Leonardo. Journal of the International Society for the Arts, Sciences and Technology
6-2003	Neural Networks & Antennas Design: an Application for Avoiding Interferences	Lecture Notes in Computer Science
6-2003	Rules and Generalization Capacity Extraction from ANN with GP	Lecture Notes in Computer Science. Artificial Neural Nets Problem Solving Methods
4-2003	Prediction and Modelling of the Rainfall-Runoff Transformation of a Typical Urban Basin Using ANN and GP	Applied Artificial Intelligence
4-2003	Restoration of Old Documents with Genetic Algorithms	Lecture Notes in Computer Science. Applications of Evolutionary Computing
9-2002	Automatic Recurrent and Feed-Forward ANN Rule and Expression Extraction with Genetic Programming	Lecture Notes in Computer Science. Parallel Problem Solving from Nature
8-2002	Avoiding Interference in Planar Arrays Through the Use of Artificial Neural Networks	IEEE Antennas and Propagation Magazine
7-2002	Artificial Neural Networks Manipulation Server. Research on the Integration of Data Bases and Artificial Neural Networks	Neural Computing & Applications
5-2002	Necessary Security Mechanisms in a PACS DICOM Access System with Web Technology	Journal of Digital Imaging
4-2002	Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming	Lecture Notes in Computer Science. Aplications of Evolutionary Computing
10-2001	Hybrid Two-Population Genetic Algorithm	Lecture Notes in Computer Science.Computational Intelligence,theory and applications
10-2001	Analisys of Medical Diagnostic Images via the Implementation and Access to a Sage DICOM PACS with a Web Interface: Análisis of Contrast-enhanced CT Imaging of Oral and Oropharyngeal Carcinomas	Lecture Notes in Computer Science
2001	Multilevel Genetic Algorithm for the complete development of ANN	Lecture Notes in Computer Science
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"	"Medical Data Analysis. Lecture Notes in Computer Science"
2001	Approach to Automatic Tuning of Operating Systems	International Conference Applied Informatics 2001
7-1999	Connectionist System for Music Interpretation	Internacional Joint Conference on Neural Networks 1999
3-1999	Nuevo método de métrica en la radiología digitalizada de las prótesis totales de cadera	Informática y Salud: I+S
1998	Algoritmos genéticos para el entrenamiento de redes de neuronas artificiales (RNA) recurrentes con activaciones temporales	INTELIGENCIA ARTIFICIAL.Revista Iberoamericana de Inteligencia Artificial
6-1996	Detection of Patterns in Radiographs using ANN Designed and Trained with GA	Proceedings of Genetic Programming 1996 Conference
8-1994	Artificial Neural Networks (ANNs) to Predict Antenatal Outcome. ANNs versus Expert Systems	Official Journal of the International Organization for Medical Physics

SABIA

.: SABIA :. Sistemas Adaptativos y Bioinspirados en Inteligencia Artificial