Issues in the Use of Neural Networks in Information Retrieval: 661 (Studies in Computational Intelligence) - Tapa blanda

Iatan, Iuliana F.

 
9783319829302: Issues in the Use of Neural Networks in Information Retrieval: 661 (Studies in Computational Intelligence)
Tapa blanda
ISBN 10: 3319829300 ISBN 13: 9783319829302
Editorial: Springer, 2018

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2018
Idioma
Inglés
ISBN 10 
3319829300
ISBN 13 
9783319829302
Encuadernación
Tapa blanda
Número de páginas
220
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Alemania

Otras ediciones populares con el mismo título

9783319438702: Issues in the Use of Neural Networks in Information Retrieval: 661 (Studies in Computational Intelligence)

Edición Destacada

ISBN 10:  3319438700 ISBN 13:  9783319438702
Editorial: Springer, 2016
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