Analysis of Biological Networks (Hardcover)

Björn H. Junker, Falk Schreiber

  • 出版商: Wiley
  • 出版日期: 2008-03-01
  • 定價: $1,250
  • 售價: 7.0$875
  • 語言: 英文
  • 頁數: 368
  • 裝訂: Hardcover
  • ISBN: 0470041447
  • ISBN-13: 9780470041444
  • 立即出貨(限量) (庫存=1)

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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介紹》

《生物網絡分析》是第一本在生物學和計算機科學交界處提供讀者全面介紹生物網絡結構分析的書籍。本書首先簡要介紹生物網絡和圖論/圖算法,然後探討以下內容:全局網絡特性、網絡中心性、網絡模式、網絡聚類、Petri網絡、信號傳導和基因調控網絡、蛋白質相互作用網絡、代謝網絡、親緣網絡、生態網絡和相關網絡。

《生物網絡分析》是一本獨立的介紹這一重要研究主題的書籍,不需要專業的計算機科學或生物學知識,適合專業人士和學生閱讀。每章結束時都有主要觀點的總結,並提供讀者練習以測試對所學材料的理解。此外,還提供了一個FTP網站,連接到作者提供的書籍數據,以進一步學習。

本書適用於計算機科學、生物學、生物信息學、高級生物化學和生命科學等領域的研究人員,也是生物信息學和生物研究研究生課程的理想參考教材。