Issues in the Use of Neural Networks in Information Retrieval: 661 - Brossura

Libro 175 di 538: Studies in Computational Intelligence

Iatan, Iuliana F.

 
9783319829302: Issues in the Use of Neural Networks in Information Retrieval: 661
Brossura
ISBN 10: 3319829300 ISBN 13: 9783319829302
Casa editrice: Springer, 2018

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer
Data di pubblicazione
2018
Lingua
Inglese
ISBN 10 
3319829300
ISBN 13 
9783319829302
Rilegatura
Copertina flessibile
Numero di pagine
220
Contatto del produttore
Springer Nature Customer Service Center GmbH
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Heidelberg
69115
Germania

Altre edizioni note dello stesso titolo

9783319438702: Issues in the Use of Neural Networks in Information Retrieval: 661

Edizione in evidenza

ISBN 10:  3319438700 ISBN 13:  9783319438702
Casa editrice: Springer-Nature New York Inc, 2016
Rilegato