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
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-4260
record_format	dspace
spelling	sg-ntu-dr.10356-42602023-07-04T15:12:40Z Data mining using radial basis function neural networks Fu, Xiuju. Wang, Lipo School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems DRNTU::Engineering::Computer science and engineering::Computing methodologies 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. Doctor of Philosophy (EEE) 2008-09-17T09:47:54Z 2008-09-17T09:47:54Z 2003 2003 Thesis http://hdl.handle.net/10356/4260 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems DRNTU::Engineering::Computer science and engineering::Computing methodologies
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems DRNTU::Engineering::Computer science and engineering::Computing methodologies Fu, Xiuju. Data mining using radial basis function neural networks
description	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.
author2	Wang, Lipo
author_facet	Wang, Lipo Fu, Xiuju.
format	Theses and Dissertations
author	Fu, Xiuju.
author_sort	Fu, Xiuju.
title	Data mining using radial basis function neural networks
title_short	Data mining using radial basis function neural networks
title_full	Data mining using radial basis function neural networks
title_fullStr	Data mining using radial basis function neural networks
title_full_unstemmed	Data mining using radial basis function neural networks
title_sort	data mining using radial basis function neural networks
publishDate	2008
url	http://hdl.handle.net/10356/4260
_version_	1772825810721308672

Data mining using radial basis function neural networks

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