Issues in the Use of Neural Networks in Information Retrieval

Publisher: Springer International Publishing Release date: 2016-09-28

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.

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Additional Information

Genre: Artificial intelligence

Collection: Springer

Type: Adobe PDF

ISBN: 9783319438719

Additional Information

Genre: Artificial intelligence

Collection: Springer

Type: Adobe PDF

ISBN: 9783319438719

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