ENGLISH

Issues in the Use of Neural Networks in Information Retrieval

By Iuliana F. Iatan (auth.)

Book information

Publisher
Springer International Publishing
Year
2017
ISBN
978-3-319-43871-9, 978-3-319-43870-2
DOI
10.1007/978-3-319-43871-9
Language
english
Format
PDF
Filesize
7 MB (7735575 bytes)
Series
Studies in Computational Intelligence 661
Edition
1
Pages
XIX, 199\213
Time added
2016-12-08 02:00:00
Computational Intelligence;Artificial Intelligence

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.

Similar books