Integrative cluster analysis in bioinformatics / Basel Abu Jamous, Dr Rui Fa, and Asoke K. Nandi.
Material type:
TextPublication details: Chichester : John Wiley & Sons Inc., ©2015.Description: xxiv, 419 p., 8 unnumbered pages of plates : illustrations (some color) ; 25 cmISBN: - 9781118906538
- 000SA.072 23 Ab165
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SA.072 Ab165 (Browse shelf(Opens below)) | Available | 136920 |
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| 000SA.07 An 551 Introduction to multivariate statistical analysis | 000SA.071 B419 Correspondence analysis : | 000SA.071 P134 Multiple factor analysis by example using R / | 000SA.072 Ab165 Integrative cluster analysis in bioinformatics / | 000SA.072 Ag266 Data clustering : | 000SA.072 B995 Cluster analysis / | 000SA.072 B995 Cluster analysis / |
Includes bibliographical references and index.
Part I: Introduction --
Part II: Introduction to molecular biology --
Part III: Data acquisition and pre-processing --
Part IV: Clustering methods --
Part V: Validation and visulisation --
Part VI: New clustering frameworks designed for bioinformatics --
Appendix --
Index.
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.
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