Issues in the Use of Neural Networks in Information Retrieval

Iuliana F. Iatan

ISBN 10: 3319829300 / ISBN 13: 9783319829302

Published by Springer International Publishing, Springer International Publishing Jun 2018, 2018

About this Item

This item is printed on demand - Print on Demand Titel. Neuware Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 220 pp. Englisch.

Seller Inventory # 9783319829302

Bibliographic Details

• Title: Issues in the Use of Neural Networks in Information Retrieval
• Publisher: Springer International Publishing, Springer International Publishing Jun 2018
• Publication Date: 2018
• Language: English
• ISBN 10: 3319829300
• ISBN 13: 9783319829302
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 13D millimeters 235 millimeters width by 155 millimeters height by 13 millimeters depth
• Weight: 341 grams

About this title

Synopsis

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.