Cargando…
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...
Autores principales: | , , |
---|---|
Lenguaje: | eng |
Publicado: |
Wiley
2015
|
Materias: | |
Acceso en línea: | http://cds.cern.ch/record/2019299 |
_version_ | 1780946800948019200 |
---|---|
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 |
id | cern-2019299 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2015 |
publisher | Wiley |
record_format | invenio |
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 |