Issues in the Use of Neural Networks in Information Retrieval (Studies in Computational Intelligence, Band 661) - Softcover

Buch 175 von 538: Studies in Computational Intelligence

Iatan, Iuliana F.

 
9783319829302: Issues in the Use of Neural Networks in Information Retrieval (Studies in Computational Intelligence, Band 661)
Softcover
ISBN 10: 3319829300 ISBN 13: 9783319829302
Verlag: Springer, 2018

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Von der hinteren Coverseite

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
3319829300
ISBN 13 
9783319829302
Einband
Taschenbuch
Anzahl der Seiten
220
Kontakt zum Hersteller
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ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

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9783319438702: Issues in the Use of Neural Networks in Information Retrieval (Studies in Computational Intelligence, 661, Band 661)

Vorgestellte Ausgabe

ISBN 10:  3319438700 ISBN 13:  9783319438702
Verlag: Springer, 2016
Hardcover