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Issues in the Use of Neural Networks in Information Retrieval on Hardback by Iuliana F. Iatan
Issues in the Use of Neural Networks in Information Retrieval on Hardback by Iuliana F. Iatan
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Issues in the Use of Neural Networks in Information Retrieval

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Description

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.
Release date NZ
October 7th, 2016
Pages
199
Edition
1st ed. 2017
Audience
  • Professional & Vocational
Illustrations
44 Illustrations, color; 44 Illustrations, black and white; XIX, 199 p. 88 illus., 44 illus. in color.
Dimensions
155x235x14
ISBN-13
9783319438702
Product ID
25622685

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