about
A methodology for the design of experiments in computational intelligence with multiple regression modelsClassification of signaling proteins based on molecular star graph descriptors using Machine Learning models.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.Exploring patterns of epigenetic information with data mining techniques.New approaches in data integration for systems chemical biology.Evolutionary computation and QSAR research.MISS-Prot: web server for self/non-self discrimination of protein residue networks in parasites; theory and experiments in Fasciola peptides and Anisakis allergens.Texture analysis in gel electrophoresis images using an integrative kernel-based approach.Artificial intelligence techniques for colorectal cancer drug metabolism: ontology and complex network.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.Breast density classification to reduce false positives in CADe systems.Markov mean properties for cell death-related protein classification.NEURONSESSIONS: a Web-based collaborative tool to create brain computational models.Machine learning techniques for single nucleotide polymorphism--disease classification models in schizophrenia.An artificial neural network improves the non-invasive diagnosis of significant fibrosis in HIV/HCV coinfected patients.Artificial intelligence techniques in medicinal chemistry.Improving enzyme regulatory protein classification by means of SVM-RFE feature selection.Two-dimensional gel electrophoresis image registration using block-matching techniques and deformation models.Hybrid model based on Genetic Algorithms and SVM applied to variable selection within fruit juice classification.Naïve Bayes QSDR classification based on spiral-graph Shannon entropies for protein biomarkers in human colon cancer.Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks.Trypano-PPI: a web server for prediction of unique targets in trypanosome proteome by using electrostatic parameters of protein-protein interactions.Complex network spectral moments for ATCUN motif DNA cleavage: first predictive study on proteins of human pathogen parasites.Chemically driven variable selection by focused multimodal genetic algorithms in mid-IR spectra.A new approach to the extraction of ANN rules and to their generalization capacity through GP.Editorial (Thematic Issue: Soft Computing, Content-Based Retrieval and Reconstruction in Medical Imaging)Plasmod-PPI: A web-server predicting complex biopolymer targets in plasmodium with entropy measures of protein–protein interactionsGeneralized lattice graphs for 2D-visualization of biological informationStar Graphs of Protein Sequences and Proteome Mass Spectra in Cancer PredictionUsing genetic algorithms to improve support vector regression in the analysis of atomic spectra of lubricant oilsClassification of Two-channel Signals by Means of Genetic ProgrammingTexture classification using feature selection and kernel-based techniquesTexture Classification of Proteins Using Support Vector Machines and Bio-inspired MetaheuristicsHigh Order Texture-Based Analysis in Biomedical ImagesUsing genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classificationA new signal classification technique by means of Genetic Algorithms and kNNArtificial Cells for Information Processing: Iris ClassificationMotion estimation in real deformation processes based on block-matching techniquesUsing recurrent ANNs for the detection of epileptic seizures in EEG signalsGeneration and simplification of Artificial Neural Networks by means of Genetic Programming
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description
hulumtues
@sq
researcher
@en
wetenschapper
@nl
հետազոտող
@hy
name
Julian Dorado
@ast
Julian Dorado
@en
Julian Dorado
@es
Julian Dorado
@nl
Julian Dorado
@sl
type
label
Julian Dorado
@ast
Julian Dorado
@en
Julian Dorado
@es
Julian Dorado
@nl
Julian Dorado
@sl
prefLabel
Julian Dorado
@ast
Julian Dorado
@en
Julian Dorado
@es
Julian Dorado
@nl
Julian Dorado
@sl
P106
P1153
7004092479
P21
P2456
P31
P496
0000-0001-8945-2991
P569
2000-01-01T00:00:00Z