Foundations of Computational Intelligence : Volume 1: Learning and Approximation /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Hassanien, Aboul-Ella. (Editor ), Abraham, Ajith. (Editor ), Vasilakos, Athanasios V. (Editor ), Pedrycz, Witold. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Computational Intelligence, 201
Materias:
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024 7 |a 10.1007/978-3-642-01082-8  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
245 1 0 |a Foundations of Computational Intelligence :  |b Volume 1: Learning and Approximation /  |c edited by Aboul-Ella Hassanien, Ajith Abraham, Athanasios V. Vasilakos, Witold Pedrycz. 
250 |a 1st ed. 2009. 
260 # # |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2009. 
300 |a XII, 400 p. :  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Studies in Computational Intelligence,  |v 201 
505 0 |a Function Approximation -- Machine Learning and Genetic Regulatory Networks: A Review and a Roadmap -- Automatic Approximation of Expensive Functions with Active Learning -- New Multi-Objective Algorithms for Neural Network Training Applied to Genomic Classification Data -- An Evolutionary Approximation for the Coefficients of Decision Functions within a Support Vector Machine Learning Strategy -- Connectionist Learning -- Meta-learning and Neurocomputing – A New Perspective for Computational Intelligence -- Three-Term Fuzzy Back-Propagation -- Entropy Guided Transformation Learning -- Artificial Development -- Robust Training of Artificial Feedforward Neural Networks -- Workload Assignment in Production Networks by Multi Agent Architecture -- Knowledge Representation and Acquisition -- Extensions to Knowledge Acquisition and Effect of Multimodal Representation in Unsupervised Learning -- A New Implementation for Neural Networks in Fourier-Space -- Learning and Visualization -- Dissimilarity Analysis and Application to Visual Comparisons -- Dynamic Self-Organising Maps: Theory, Methods and Applications -- Hybrid Learning Enhancement of RBF Network with Particle Swarm Optimization. 
650 0 |a Artificial intelligence. 
650 0 |a Applied mathematics. 
650 0 |a Engineering mathematics. 
650 1 4 |a Artificial Intelligence. 
650 2 4 |a Mathematical and Computational Engineering. 
700 1 |a Hassanien, Aboul-Ella.  |e editor. 
700 1 |a Abraham, Ajith.  |e editor. 
700 1 |a Vasilakos, Athanasios V.  |e editor. 
700 1 |a Pedrycz, Witold.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks