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Issues in the Use of Neural Networks in Information Retrieval

  1. Title statementIssues in the Use of Neural Networks in Information Retrieval [electronic resource] / by Iuliana F. Iatan.
    PublicationCham : Springer International Publishing : Imprint: Springer, 2017.
    Phys.des.XIX, 199 p. 88 illus., 44 illus. in color. online resource.
    ISBN9783319438719
    EditionStudies in Computational Intelligence, ISSN 1860-949X ; 661
    ContentsMathematical 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.
    Notes to AvailabilityPřístup pouze pro oprávněné uživatele
    Another responsib. SpringerLink (Online service)
    Subj. Headings Engineering. * Artificial intelligence. * Pattern recognition. * Neural networks (Computer science). * Computational intelligence.
    Form, Genre elektronické knihy electronic books
    CountryNěmecko
    Languageangličtina
    Document kindElectronic books
    URLPlný text pro studenty a zaměstnance UPOL
    book

    book


    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.

Number of the records: 1  

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