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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
Cognitive Computation(1)
Computer Methods and Programs in Biomedicine(1)
Engineering Applications of Artificial Intelligence(1)
Neural Computing and Applications(1)
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Programación informática, programas, datos, seguridad(5)
Ciencias de la computación(4)
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Ciencias de la computación(5)
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scopus(8)
Combining feature engineering and feature selection to improve the pbkp_rediction of methionine oxidation sites in proteins
ArticleAbstract: Methionine is a proteinogenic amino acid that can be post-translationally modified. It is now well ePalabras claves:Methionine oxidation, Pbkp_redictive computational model, post-translational modification, Protein pbkp_redictionAutores:Aledo J., Cantón F., José Luis Subirats, Urda D., Veredas F.Fuentes:scopusActive learning using a constructive neural network algorithm
Conference ObjectAbstract: Constructive neural network algorithms suffer severely from overfitting noisy datasets as, in generaPalabras claves:Autores:Franco L., Jerez-Aragonés J.M., José Luis Subirats, Molina I.Fuentes:scopusExtension of the generalization complexity measure to real valued input data sets
Conference ObjectAbstract: This paper studies the extension of the Generalization Complexity (GC) measure to real valued inputPalabras claves:Architecture size, CAIM, Discretization algorithms, neural network, Real-valued functionAutores:Franco L., Gómez I., Jerez-Aragonés J.M., José Luis SubiratsFuentes:scopusMulticlass Pattern Recognition Extension for the New C-Mantec Constructive Neural Network Algorithm
ArticleAbstract: The new C-Mantec algorithm constructs compact neural network architectures for classsification problPalabras claves:Multiclass pattern recognition, Neural networks, Supervised learningAutores:Franco L., Gómez I., Jerez-Aragonés J.M., José Luis SubiratsFuentes:scopusImplementation of the C-mantec neural network constructive algorithm in an arduino uno microcontroller
Conference ObjectAbstract: A recently proposed constructive neural network algorithm, named C-Mantec, is fully implemented in aPalabras claves:Arduino, Constructive Neural Networks, microcontrollerAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Molina I.Fuentes:scopusWIMP: Web server tool for missing data imputation
ArticleAbstract: The imputation of unknown or missing data is a crucial task on the analysis of biomedical datasets.Palabras claves:imputation, Machine learning, Missing data, Web ApplicationAutores:Franco L., García-Laencina P.J., Jerez-Aragonés J.M., José Luis Subirats, Sancho-Gómez J.L., Urda D.Fuentes:scopusSmart sensor/actuator node reprogramming in changing environments using a neural network model
ArticleAbstract: The techniques currently developed for updating software in sensor nodes located in changing environPalabras claves:Arduino, Constructive Neural Networks, microcontrollerAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Molina I.Fuentes:scopusSolving scheduling problems with genetic algorithms using a priority encoding scheme
ArticleAbstract: Scheduling problems are very hard computational tasks with several applications in multitude of domaPalabras claves:Evolutionary and genetic algorithms, Job shop problems, Priority encoding schemeAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Juárez G.E., Mesa H., Turias I.Fuentes:scopus