Produktbild: Issues in the Use of Neural Networks in Information Retrieval

Issues in the Use of Neural Networks in Information Retrieval

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Studies in Computational Intelligence 661

ISBN: 3319829300
ISBN 13: 9783319829302
Autor: Iatan, Iuliana F
Verlag: Springer Verlag GmbH
Umfang: xix, 199 S., 44 s/w Illustr., 44 farbige Illustr., 199 p. 88 illus., 44 illus. in color.
Erscheinungsdatum: 15.06.2018
Auflage: 1/2017
Produktform: Kartoniert
Einband: Kartoniert

This book highlights the ability of neural networks (NNs) to be excellent pattern matchers and their importance in information retrieval (IR), which is based on index term matching. The book defines a new NN-based method for learning image similarity and describes how to use fuzzy Gaussian neural networks to predict personality.It introduces the fuzzy Clifford Gaussian network, and two concurrent neural models: (1) concurrent fuzzy nonlinear perceptron modules, and (2) concurrent fuzzy Gaussian neural network modules.Furthermore, it explains the design of a new model of fuzzy nonlinear perceptron based on alpha level sets and describes a recurrent fuzzy neural network model with a learning algorithm based on the improved particle swarm optimization method.

Artikelnummer: 5451230 Kategorie:

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E-Mail: juergen.hartmann@springer.com

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