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Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018(1)
Information Sciences(1)
Neural Computing and Applications(1)
Área temáticas
Programación informática, programas, datos, seguridad(4)
Métodos informáticos especiales(3)
Ciencias de la computación(2)
Funcionamiento de bibliotecas y archivos(2)
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scopus(5)
Committee c-mantec: A probabilistic constructive neural network
Conference ObjectAbstract: C-Mantec is a recently introduced constructive algorithm that generates compact neural architecturesPalabras claves:Committee networks, Constructive Neural Networks, Supervised classificationAutores:Francisco Ortega-Zamorano, Franco L., Jerez-Aragonés J.M., José Luis Subirats, Luque-Baena R.M., Urda D.Fuentes:scopusImproving learning and generalization capabilities of the C-Mantec constructive neural network algorithm
ArticleAbstract: C-Mantec neural network constructive algorithm Ortega (C-Mantec neural network algorithm implementatPalabras claves:C-Mantec, Constructive neural network, Feed-forward network, Learning and generalization properties, Loading problem, Support Vector MachineAutores:Francisco Ortega-Zamorano, Franco L., Gómez I., Jerez-Aragonés J.M., Mesa H.Fuentes:scopusUnsupervised learning by cluster quality optimization
ArticleAbstract: Most clustering algorithms are designed to minimize a distortion measure which quantifies how far thPalabras claves:Cluster quality measures, Clustering, K-Means, unsupervised learningAutores:Esteban José Palomo, Francisco Ortega-Zamorano, López-Rubio E.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:scopusSuccessive Adaptive Linear Neural Modeling for Equidistant Real Roots Finding
Conference ObjectAbstract: The main objective of this work has been to implement a model to find equidistant real roots using aPalabras claves:Polynomial roots, SOM, Supervised learningAutores:Fernando P. Zhapa, Francisco Ortega-Zamorano, Joseph R. Gonzalez, Oscar V. GuarnizoFuentes:scopus