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Více informací o knize Issues in the Use of Neural Networks in Information Retrieval

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Issues in the Use of Neural Networks in Information Retrieval
• Autor: Iuliana F. Iatan
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 199
• EAN: 9783319438702
• ISBN: 3319438700
• ID: 13510775
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 4557 g
• Rozměry: 235 × 155 × 18 mm
• Datum vydání: 29. September 2016

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