Introduction to computational proteomics /
"This book tackles the steps and problems involved with protein analysis, classification, and meta-organization. It starts with the analysis of individual entities and proceeds to the analysis of more complex entities, from protein families to interactions, cellular pathways, and gene networks....
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| Format: | Book |
| Language: | English |
| Published: |
Boca Raton :
CRC Press,
©2011
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| Series: | Chapman and Hall/CRC mathematical & computational biology series
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| Subjects: |
| Summary: | "This book tackles the steps and problems involved with protein analysis, classification, and meta-organization. It starts with the analysis of individual entities and proceeds to the analysis of more complex entities, from protein families to interactions, cellular pathways, and gene networks. The first part of the book presents methods for identifying the building blocks of the protein space, algorithms for assessing similarity between proteins, and mathematical models for representing protein families and classifying new instances. The second part covers methods that investigate higher order structure in the protein space through the application of unsupervised learning algorithms"--Provided by publisher |
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| Item Description: | "A Chapman & Hall book." |
| Physical Description: | 1 online resource (xxii, 739 pages) : illustrations (some color) |
| Bibliography: | Includes bibliographical references and index |
| ISBN: | 0429144202 1322612595 1420010778 9780429144202 9781322612591 9781420010770 |