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Integrative cluster analysis in bioinformatics

Clustering techniques are increasingly being put to use in the analysis of high-throughput biological datasets. Novel computational techniques to analyse high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases a...

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Detalles Bibliográficos
Autores principales: Abu-Jamous, Basel, Fa, Rui, Nandi, Asoke K
Lenguaje:eng
Publicado: Wiley 2015
Materias:
Acceso en línea:http://cds.cern.ch/record/2019299
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author Abu-Jamous, Basel
Fa, Rui
Nandi, Asoke K
author_facet Abu-Jamous, Basel
Fa, Rui
Nandi, Asoke K
author_sort Abu-Jamous, Basel
collection CERN
description Clustering techniques are increasingly being put to use in the analysis of high-throughput biological datasets. Novel computational techniques to analyse high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. This book details the complete pathway of cluster analysis, from the basics of molecular biology to the generation of biological knowledge. The book also presents the latest clustering methods and clustering validation, thereby offering the reader a comprehensive review o
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2015
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spelling cern-20192992021-04-21T20:18:11Zhttp://cds.cern.ch/record/2019299engAbu-Jamous, BaselFa, RuiNandi, Asoke KIntegrative cluster analysis in bioinformaticsMathematical Physics and Mathematics Clustering techniques are increasingly being put to use in the analysis of high-throughput biological datasets. Novel computational techniques to analyse high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. This book details the complete pathway of cluster analysis, from the basics of molecular biology to the generation of biological knowledge. The book also presents the latest clustering methods and clustering validation, thereby offering the reader a comprehensive review oWileyoai:cds.cern.ch:20192992015
spellingShingle Mathematical Physics and Mathematics
Abu-Jamous, Basel
Fa, Rui
Nandi, Asoke K
Integrative cluster analysis in bioinformatics
title Integrative cluster analysis in bioinformatics
title_full Integrative cluster analysis in bioinformatics
title_fullStr Integrative cluster analysis in bioinformatics
title_full_unstemmed Integrative cluster analysis in bioinformatics
title_short Integrative cluster analysis in bioinformatics
title_sort integrative cluster analysis in bioinformatics
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/2019299
work_keys_str_mv AT abujamousbasel integrativeclusteranalysisinbioinformatics
AT farui integrativeclusteranalysisinbioinformatics
AT nandiasokek integrativeclusteranalysisinbioinformatics