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Issues in the Use of Neural Networks in Information Retrieval (Studies in Computational Intelligence, 661) - Hardcover
Synopsis
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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From the Back Cover
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.
"About this title" may belong to another edition of this title.
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Issues in the Use of Neural Networks in Information Retrieval
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Issues in the Use of Neural Networks in Information Retrieval (Studies in Computational Intelligence, 661)
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Issues in the Use of Neural Networks in Information Retrieval (Hardcover)
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Springer International Publishing AG, Cham, 2016
ISBN 10: 3319438700
ISBN 13: 9783319438702
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Hardcover. Condition: new. Hardcover. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9783319438702
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Issues in the Use of Neural Networks in Information Retrieval
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Issues in the Use of Neural Networks in Information Retrieval
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ISBN 10: 3319438700
ISBN 13: 9783319438702
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 220 pp. Englisch. Seller Inventory # 9783319438702
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Issues in the Use of Neural Networks in Information Retrieval
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Issues in the Use of Neural Networks in Information Retrieval
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ISBN 13: 9783319438702
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Highlights the ability of Neural Networks (NNs) to be excellent pattern matchers and their importance in information retrieval (IR)Defines a new neural-network-based method for learning image similarity and explains how to use. Seller Inventory # 123489687
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Issues in the Use of Neural Networks in Information Retrieval
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Issues in the Use of Neural Networks in Information Retrieval
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Buch. Condition: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 220 pp. Englisch. Seller Inventory # 9783319438702
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