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Issues in the Use of Neural Networks in Information Retrieval
Údaje o názvu Issues in the Use of Neural Networks in Information Retrieval [electronic resource] / by Iuliana F. Iatan. Nakladatel Cham : Springer International Publishing : Imprint: Springer, 2017. Fyz.popis XIX, 199 p. 88 illus., 44 illus. in color. online resource. ISBN 9783319438719 Edice Studies in Computational Intelligence, ISSN 1860-949X ; 661 Úplný obsah Mathematical Aspects of Using Neural Approaches for Information Retrieval -- A Fuzzy Kwan- Cai Neural Network for Determining Image Similarity and for the Face Recognition -- Predicting Human Personality from Social Media using a Fuzzy Neural Network -- Modern Neural Methods for Function Approximation -- A Fuzzy Gaussian Clifford Neural Network -- Concurrent Fuzzy Neural Networks -- A New Interval Arithmetic Based Neural Network -- A Recurrent Neural Fuzzy Network. Poznámky k dostupnosti Přístup pouze pro oprávněné uživatele Dal.odpovědnost SpringerLink (Online service) Předmět.hesla Engineering. * Artificial intelligence. * Pattern recognition. * Neural networks (Computer science). * Computational intelligence. Forma, žánr elektronické knihy electronic books Země vyd. Německo Jazyk dok. angličtina Druh dok. Elektronické knihy URL Plný text pro studenty a zaměstnance UPOL 
kniha
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.
Mathematical Aspects of Using Neural Approaches for Information Retrieval -- A Fuzzy Kwan- Cai Neural Network for Determining Image Similarity and for the Face Recognition -- Predicting Human Personality from Social Media using a Fuzzy Neural Network -- Modern Neural Methods for Function Approximation -- A Fuzzy Gaussian Clifford Neural Network -- Concurrent Fuzzy Neural Networks -- A New Interval Arithmetic Based Neural Network -- A Recurrent Neural Fuzzy Network.
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