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(Ebook) Issues in the Use of Neural Networks in Information Retrieval by Iuliana F. Iatan (auth.) ISBN 9783319438702, 9783319438719, 3319438700, 3319438719

  • SKU: EBN-5675486
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Instant download (eBook) Issues in the Use of Neural Networks in Information Retrieval after payment.
Authors:Iuliana F. Iatan (auth.)
Pages:213 pages.
Year:2017
Editon:1
Publisher:Springer International Publishing
Language:english
File Size:7.38 MB
Format:pdf
ISBNS:9783319438702, 9783319438719, 3319438700, 3319438719
Categories: Ebooks

Product desciption

(Ebook) Issues in the Use of Neural Networks in Information Retrieval by Iuliana F. Iatan (auth.) ISBN 9783319438702, 9783319438719, 3319438700, 3319438719

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.

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