Classification and feature selection for biomedical and biological data using soft computing

159 p.

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Bibliographic Details
Main Author:	Zhou, Nina
Other Authors:	Wang Lipo
Format:	Theses and Dissertations
Published:	2011
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Online Access:	https://hdl.handle.net/10356/46861
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Institution:	Nanyang Technological University

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spelling	sg-ntu-dr.10356-468612023-07-04T16:16:50Z Classification and feature selection for biomedical and biological data using soft computing Zhou, Nina Wang Lipo School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems 159 p. This dissertation mainly discusses feature selection and classification problems in the context of bio-medical data. Feature selection and classification are two important tasks in processing bio-medical data. For example, in disease diagnosis, finding the sub-groups of genes or symptoms that are specific to a particular disease is a feature selection problem. Once these sub-groups of genes or symptoms are found, diagnosing the disease which is a classification problem, will become easy. However, because most of the bio-medical data has large numbers of features, feature selection and classification are hence particularly challenging. DOCTOR OF PHILOSOPHY (EEE) 2011-12-23T10:01:57Z 2011-12-23T10:01:57Z 2009 2009 Thesis Zhou, N. (2009). Classification and feature selection for biomedical and biological data using soft computing. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/46861 10.32657/10356/46861 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
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Zhou, Nina Classification and feature selection for biomedical and biological data using soft computing
description	159 p.
author2	Wang Lipo
author_facet	Wang Lipo Zhou, Nina
format	Theses and Dissertations
author	Zhou, Nina
author_sort	Zhou, Nina
title	Classification and feature selection for biomedical and biological data using soft computing
title_short	Classification and feature selection for biomedical and biological data using soft computing
title_full	Classification and feature selection for biomedical and biological data using soft computing
title_fullStr	Classification and feature selection for biomedical and biological data using soft computing
title_full_unstemmed	Classification and feature selection for biomedical and biological data using soft computing
title_sort	classification and feature selection for biomedical and biological data using soft computing
publishDate	2011
url	https://hdl.handle.net/10356/46861
_version_	1772826692822237184

Classification and feature selection for biomedical and biological data using soft computing

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