Development and evaluation of clustering algorithms for microarray data analyses

In this dissertation project, clustering algorithms have been implemented and applied to DNA microarray data analysis. An efficient and robust software system called GeneSpy has been eventually developed. It provides many of the methods drawn from standard statistical cluster analysis. Presented to...

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Bibliographic Details
Main Author:	Wang, Yiman.
Other Authors:	Li, Jinming
Format:	Theses and Dissertations
Published:	2008
Subjects:	DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
Online Access:	http://hdl.handle.net/10356/2527
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-2527
record_format	dspace
spelling	sg-ntu-dr.10356-25272023-03-04T00:33:19Z Development and evaluation of clustering algorithms for microarray data analyses Wang, Yiman. Li, Jinming School of Computer Engineering DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition In this dissertation project, clustering algorithms have been implemented and applied to DNA microarray data analysis. An efficient and robust software system called GeneSpy has been eventually developed. It provides many of the methods drawn from standard statistical cluster analysis. Presented to the user is a computational and graphical environment for clustering and classifying data from DNA microarray experiments. Master of Science (Bioinformatics) 2008-09-17T09:04:46Z 2008-09-17T09:04:46Z 2004 2004 Thesis http://hdl.handle.net/10356/2527 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::Computer science and engineering::Computer applications::Life and medical sciences DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
spellingShingle	DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition Wang, Yiman. Development and evaluation of clustering algorithms for microarray data analyses
description	In this dissertation project, clustering algorithms have been implemented and applied to DNA microarray data analysis. An efficient and robust software system called GeneSpy has been eventually developed. It provides many of the methods drawn from standard statistical cluster analysis. Presented to the user is a computational and graphical environment for clustering and classifying data from DNA microarray experiments.
author2	Li, Jinming
author_facet	Li, Jinming Wang, Yiman.
format	Theses and Dissertations
author	Wang, Yiman.
author_sort	Wang, Yiman.
title	Development and evaluation of clustering algorithms for microarray data analyses
title_short	Development and evaluation of clustering algorithms for microarray data analyses
title_full	Development and evaluation of clustering algorithms for microarray data analyses
title_fullStr	Development and evaluation of clustering algorithms for microarray data analyses
title_full_unstemmed	Development and evaluation of clustering algorithms for microarray data analyses
title_sort	development and evaluation of clustering algorithms for microarray data analyses
publishDate	2008
url	http://hdl.handle.net/10356/2527
_version_	1759857735414841344

Development and evaluation of clustering algorithms for microarray data analyses

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