Data mining using radial basis function neural networks

Data mining using radial basis function neural networks

There are many tools for data mining. Neural network is important in data mining due to its intuitional characteristics superior to other methods. The principles of neural networks are derived from the thinking pattern of the human brain. A neural network learns patterns form noisy data for generali...

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Bibliographic Details
Main Author: Fu, Xiuju.
Other Authors: Wang, Lipo
Format: Theses and Dissertations
Published: 2008
Subjects:
DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
DRNTU::Engineering::Computer science and engineering::Computing methodologies
Online Access:http://hdl.handle.net/10356/4260
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Institution: Nanyang Technological University
Description
Summary:There are many tools for data mining. Neural network is important in data mining due to its intuitional characteristics superior to other methods. The principles of neural networks are derived from the thinking pattern of the human brain. A neural network learns patterns form noisy data for generalization. In our work, the radial basis function network is employed.

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