Analysis of Biological Networks (Hardcover)
暫譯: 生物網絡分析 (精裝版)
Björn H. Junker, Falk Schreiber
- 出版商: Wiley
- 出版日期: 2008-03-01
- 定價: $1,250
- 售價: 7.0 折 $875
- 語言: 英文
- 頁數: 368
- 裝訂: Hardcover
- ISBN: 0470041447
- ISBN-13: 9780470041444
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商品描述
An introduction to biological networks and methods for their analysis
Analysis of Biological Networks is the first book of its kind to provide readers with a comprehensive introduction to the structural analysis of biological networks at the interface of biology and computer science. The book begins with a brief overview of biological networks and graph theory/graph algorithms and goes on to explore: global network properties, network centralities, network motifs, network clustering, Petri nets, signal transduction and gene regulation networks, protein interaction networks, metabolic networks, phylogenetic networks, ecological networks, and correlation networks.
Analysis of Biological Networks is a self-contained introduction to this important research topic, assumes no expert knowledge in computer science or biology, and is accessible to professionals and students alike. Each chapter concludes with a summary of main points and with exercises for readers to test their understanding of the material presented. Additionally, an FTP site with links to author-provided data for the book is available for deeper study.
This book is suitable as a resource for researchers in computer science, biology, bioinformatics, advanced biochemistry, and the life sciences, and also serves as an ideal reference text for graduate-level courses in bioinformatics and biological research.
商品描述(中文翻譯)
生物網絡及其分析方法簡介
《生物網絡分析》是首本提供讀者全面介紹生物網絡結構分析的書籍,該書位於生物學與計算機科學的交界處。書中首先簡要概述了生物網絡及圖論/圖算法,接著探討了:全球網絡特性、網絡中心性、網絡模式、網絡聚類、Petri 網絡、信號傳導與基因調控網絡、蛋白質互作網絡、代謝網絡、系統發育網絡、生態網絡及相關網絡。
《生物網絡分析》是對這一重要研究主題的獨立介紹,假設讀者在計算機科學或生物學方面沒有專業知識,並且對專業人士和學生均可輕鬆理解。每章結尾都有主要要點的總結以及供讀者測試其對所呈現材料理解的練習。此外,還提供了一個 FTP 網站,連結到作者提供的數據,以便進行更深入的研究。
本書適合作為計算機科學、生物學、生物信息學、高級生物化學及生命科學研究人員的資源,並且也作為生物信息學和生物研究研究生課程的理想參考書。