List of works - Julian Dorado

A Genetic Algorithm for ANN Design, Training and Simplification

A methodology for the design of experiments in computational intelligence with multiple regression models

scientific article

A model of virtual 'learning to learn'

A new approach to the extraction of ANN rules and to their generalization capacity through GP.

scientific article published in July 2004

A new signal classification technique by means of Genetic Algorithms and kNN

scholarly article published June 2011

An artificial neural network improves the non-invasive diagnosis of significant fibrosis in HIV/HCV coinfected patients.

scientific article

Artificial Cell Systems Based in Gene Expression Protein Effects

article

Artificial Cells for Information Processing: Iris Classification

Artificial Neural Networks Manipulation Server: Research on the Integration of Databases and Artificial Neural Networks

scholarly article by A. Santos et al published June 2002 in Neural Computing and Applications

Artificial intelligence techniques for colorectal cancer drug metabolism: ontology and complex network.

scientific article published on May 2010

Artificial intelligence techniques in medicinal chemistry

scientific article published in January 2013

Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks

scientific article published on 2 June 2010

Avoiding interference in planar arrays through the use of artificial neural networks

scholarly article by J.C. Bregains et al published August 2002 in IEEE Antennas and Propagation Magazine

Breast density classification to reduce false positives in CADe systems.

scientific article published on 28 October 2013

Chemically driven variable selection by focused multimodal genetic algorithms in mid-IR spectra.

scientific article published on 3 October 2007

Classification of Two-channel Signals by Means of Genetic Programming

Classification of apple beverages using artificial neural networks with previous variable selection

article

Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models.

scientific article

Complex network spectral moments for ATCUN motif DNA cleavage: first predictive study on proteins of human pathogen parasites

scientific article published in November 2009

Computer vision applied to wave flume measurements

scholarly article by Gregorio Iglesias et al published October 2009 in Ocean Engineering

Editorial (Thematic Issue: Soft Computing, Content-Based Retrieval and Reconstruction in Medical Imaging)

scholarly article by Cristian Munteanu & Julian Dorado published 31 January 2014 in Current medical imaging reviews

Evolutionary computation and QSAR research

scientific article

Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison

scholarly article published June 2009

Exploring patterns of epigenetic information with data mining techniques.

scientific article

From chemical graphs in computer-aided drug design to general Markov-Galvez indices of drug-target, proteome, drug-parasitic disease, technological, and social-legal networks

scientific article published on December 2011

Generalized lattice graphs for 2D-visualization of biological information

scientific article published on 29 July 2009

Generation and simplification of Artificial Neural Networks by means of Genetic Programming

article

Genetic music compositor

High Order Texture-Based Analysis in Biomedical Images

Hybrid model based on Genetic Algorithms and SVM applied to variable selection within fruit juice classification

scientific article published on 10 December 2013

Improvement of Epitope Prediction Using Peptide Sequence Descriptors and Machine Learning

scientific article published on 05 September 2019

Improving enzyme regulatory protein classification by means of SVM-RFE feature selection.

scientific article published in May 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.

scientific article

Linking chemical knowledge and genetic algorithms using two populations and focused multimodal search

scholarly article by M.P. Gómez-Carracedo et al published June 2007 in Chemometrics and Intelligent Laboratory Systems

MISS-Prot: web server for self/non-self discrimination of protein residue networks in parasites; theory and experiments in Fasciola peptides and Anisakis allergens.

scientific article

Machine learning techniques for single nucleotide polymorphism--disease classification models in schizophrenia.

scientific article published on 12 July 2010

Markov mean properties for cell death-related protein classification

scientific article published on 31 January 2014

Motion estimation in real deformation processes based on block-matching techniques

NEURONSESSIONS: a Web-based collaborative tool to create brain computational models.

scientific article published on January 2010

Naïve Bayes QSDR classification based on spiral-graph Shannon entropies for protein biomarkers in human colon cancer.

scientific article published on 30 March 2012

New approaches in data integration for systems chemical biology

scientific article

Plasmod-PPI: A web-server predicting complex biopolymer targets in plasmodium with entropy measures of protein–protein interactions

Prediction and modeling of the rainfall-runoff transformation of a typical urban basin using ann and gp

Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool

article published in 2010

Star Graphs of Protein Sequences and Proteome Mass Spectra in Cancer Prediction

Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics

Texture analysis in gel electrophoresis images using an integrative kernel-based approach.

scientific article

Texture classification using feature selection and kernel-based techniques

article published in 2015

Trypano-PPI: a web server for prediction of unique targets in trypanosome proteome by using electrostatic parameters of protein-protein interactions.

scientific article published in February 2010

Two-dimensional gel electrophoresis image registration using block-matching techniques and deformation models

scientific article published on 5 March 2014

Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification

scholarly article by Daniel Rivero et al published 2012 in IET Signal Processing

List of works by Julian Dorado

A Genetic Algorithm for ANN Design, Training and Simplification

A methodology for the design of experiments in computational intelligence with multiple regression models

A model of virtual 'learning to learn'

A new approach to the extraction of ANN rules and to their generalization capacity through GP.

A new signal classification technique by means of Genetic Algorithms and kNN

An artificial neural network improves the non-invasive diagnosis of significant fibrosis in HIV/HCV coinfected patients.

Artificial Cell Systems Based in Gene Expression Protein Effects

Artificial Cells for Information Processing: Iris Classification

Artificial Neural Networks Manipulation Server: Research on the Integration of Databases and Artificial Neural Networks

Artificial intelligence techniques for colorectal cancer drug metabolism: ontology and complex network.

Artificial intelligence techniques in medicinal chemistry

Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks

Avoiding interference in planar arrays through the use of artificial neural networks

Breast density classification to reduce false positives in CADe systems.

Chemically driven variable selection by focused multimodal genetic algorithms in mid-IR spectra.

Classification of Two-channel Signals by Means of Genetic Programming

Classification of apple beverages using artificial neural networks with previous variable selection

Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models.

Complex network spectral moments for ATCUN motif DNA cleavage: first predictive study on proteins of human pathogen parasites

Computer vision applied to wave flume measurements

Editorial (Thematic Issue: Soft Computing, Content-Based Retrieval and Reconstruction in Medical Imaging)

Evolutionary computation and QSAR research

Evolving simple feed-forward and recurrent ANNs for signal classification: A comparison

Exploring patterns of epigenetic information with data mining techniques.

From chemical graphs in computer-aided drug design to general Markov-Galvez indices of drug-target, proteome, drug-parasitic disease, technological, and social-legal networks

Generalized lattice graphs for 2D-visualization of biological information

Generation and simplification of Artificial Neural Networks by means of Genetic Programming

Genetic music compositor

High Order Texture-Based Analysis in Biomedical Images

Hybrid model based on Genetic Algorithms and SVM applied to variable selection within fruit juice classification

Improvement of Epitope Prediction Using Peptide Sequence Descriptors and Machine Learning

Improving enzyme regulatory protein classification by means of SVM-RFE feature selection.

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.

Linking chemical knowledge and genetic algorithms using two populations and focused multimodal search

MISS-Prot: web server for self/non-self discrimination of protein residue networks in parasites; theory and experiments in Fasciola peptides and Anisakis allergens.

Machine learning techniques for single nucleotide polymorphism--disease classification models in schizophrenia.

Markov mean properties for cell death-related protein classification

Motion estimation in real deformation processes based on block-matching techniques

NEURONSESSIONS: a Web-based collaborative tool to create brain computational models.

Naïve Bayes QSDR classification based on spiral-graph Shannon entropies for protein biomarkers in human colon cancer.

New approaches in data integration for systems chemical biology

Plasmod-PPI: A web-server predicting complex biopolymer targets in plasmodium with entropy measures of protein–protein interactions

Prediction and modeling of the rainfall-runoff transformation of a typical urban basin using ann and gp

Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool

Star Graphs of Protein Sequences and Proteome Mass Spectra in Cancer Prediction

Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics

Texture analysis in gel electrophoresis images using an integrative kernel-based approach.

Texture classification using feature selection and kernel-based techniques

Trypano-PPI: a web server for prediction of unique targets in trypanosome proteome by using electrostatic parameters of protein-protein interactions.

Two-dimensional gel electrophoresis image registration using block-matching techniques and deformation models

Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification

Using genetic algorithms to improve support vector regression in the analysis of atomic spectra of lubricant oils

Using recurrent ANNs for the detection of epileptic seizures in EEG signals