Gene selection for DNA microarray data

230 p.

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Bibliographic Details
Main Author: Zhou, Xin
Other Authors: Mao Kezhi
Format: Theses and Dissertations
Published: 2011
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Online Access:https://hdl.handle.net/10356/46974
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-469742023-07-04T16:11:09Z Gene selection for DNA microarray data Zhou, Xin Mao Kezhi School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering 230 p. One problem with discriminant analysis of DNA microarray data is that each sample is represented by quite a large number of genes, and many of them are irrelevant, insignificant or redundant to the discriminant problem under investigation. Methods for selecting important genes are, therefore, of much significance in microarray data analysis. Gene selection can be cast as a feature selection problem in the context of pattern classification. Feature selection approaches can be divided into two broad groups, filter methods and wrapper methods. Generally speaking, the wrapper method provides features with better predictive accuracy than the filter method. In this thesis, wrapper-based gene selection is the focus. DOCTOR OF PHILOSOPHY (EEE) 2011-12-27T05:51:09Z 2011-12-27T05:51:09Z 2007 2007 Thesis Zhou, X. (2007). Gene selection for DNA microarray data. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/46974 10.32657/10356/46974 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
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Zhou, Xin
Gene selection for DNA microarray data
description 230 p.
author2 Mao Kezhi
author_facet Mao Kezhi
Zhou, Xin
format Theses and Dissertations
author Zhou, Xin
author_sort Zhou, Xin
title Gene selection for DNA microarray data
title_short Gene selection for DNA microarray data
title_full Gene selection for DNA microarray data
title_fullStr Gene selection for DNA microarray data
title_full_unstemmed Gene selection for DNA microarray data
title_sort gene selection for dna microarray data
publishDate 2011
url https://hdl.handle.net/10356/46974
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