Pattern Recognition in Computational Molecular Biology: Techniques and Approaches (Hardcover)
暫譯: 計算分子生物學中的模式識別:技術與方法 (精裝版)
Mourad Elloumi, Costas Iliopoulos, Jason T. L. Wang, Albert Y. Zomaya
- 出版商: Wiley
- 出版日期: 2015-12-29
- 售價: $5,300
- 貴賓價: 9.5 折 $5,035
- 語言: 英文
- 頁數: 656
- 裝訂: Hardcover
- ISBN: 1118893689
- ISBN-13: 9781118893685
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商品描述
A comprehensive overview of high-performance pattern recognition techniques and approaches to Computational Molecular Biology
This book surveys the developments of techniques and approaches on pattern recognition related to Computational Molecular Biology. Providing a broad coverage of the field, the authors cover fundamental and technical information on these techniques and approaches, as well as discussing their related problems. The text consists of twenty nine chapters, organized into seven parts: Pattern Recognition in Sequences, Pattern Recognition in Secondary Structures, Pattern Recognition in Tertiary Structures, Pattern Recognition in Quaternary Structures, Pattern Recognition in Microarrays, Pattern Recognition in Phylogenetic Trees, and Pattern Recognition in Biological Networks.
- Surveys the development of techniques and approaches on pattern recognition in biomolecular data
- Discusses pattern recognition in primary, secondary, tertiary and quaternary structures, as well as microarrays, phylogenetic trees and biological networks
- Includes case studies and examples to further illustrate the concepts discussed in the book
商品描述(中文翻譯)
高效能模式識別技術與計算分子生物學的綜合概述
本書調查了與計算分子生物學相關的模式識別技術和方法的發展。作者提供了該領域的廣泛覆蓋,涵蓋了這些技術和方法的基本和技術信息,並討論了相關問題。文本由二十九章組成,分為七個部分:序列中的模式識別、二級結構中的模式識別、三級結構中的模式識別、四級結構中的模式識別、微陣列中的模式識別、系統發育樹中的模式識別,以及生物網絡中的模式識別。
- 調查生物分子數據中模式識別技術和方法的發展
- 討論一級、二級、三級和四級結構中的模式識別,以及微陣列、系統發育樹和生物網絡
- 包括案例研究和示例,以進一步說明書中討論的概念
計算分子生物學中的模式識別:技術與方法是計算機科學、生命科學和數學領域的從業者和專業研究人員的參考書。本書也作為對計算分子生物學感興趣的研究生和年輕研究人員的補充閱讀材料。