Issues in the Use of Neural Networks in Information Retrieval
Softcover reprint of the original 1st ed. 2017
Book Details
Format
Paperback / Softback
Book Series
Studies in Computational Intelligence
ISBN-10
3319829300
ISBN-13
9783319829302
Edition
Softcover reprint of the original 1st ed. 2017
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 15th, 2018
Print length
199 Pages
Product Classification:
Mathematical modellingArtificial intelligenceArtificial intelligence (AI)Pattern recognition
Ksh 16,200.00
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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.
Get Issues in the Use of Neural Networks in Information Retrieval by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer International Publishing AG and it has pages.
