The Structure of Complex Networks: Theory and Applications (Hardcover)
暫譯: 複雜網絡的結構:理論與應用(精裝版)

Ernesto Estrada

  • 出版商: Oxford University
  • 出版日期: 2011-12-17
  • 售價: $1,380
  • 貴賓價: 9.8$1,352
  • 語言: 英文
  • 頁數: 448
  • 裝訂: Hardcover
  • ISBN: 019959175X
  • ISBN-13: 9780199591756
  • 下單後立即進貨 (約5~7天)

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商品描述

This book deals with the analysis of the structure of complex networks by combining results from graph theory, physics, and pattern recognition. The book is divided into two parts. 11 chapters are dedicated to the development of theoretical tools for the structural analysis of networks, and 7 chapters are illustrating, in a critical way, applications of these tools to real-world scenarios. The first chapters provide detailed coverage of adjacency and metric and topological properties of networks, followed by chapters devoted to the analysis of individual fragments and fragment-based global invariants in complex networks. Chapters that analyse the concepts of communicability, centrality, bipartivity, expansibility and communities in networks follow. The second part of this book is devoted to the analysis of genetic, protein residue, protein-protein interaction, intercellular, ecological and socio-economic networks, including important breakthroughs as well as examples of the misuse of structural concepts. 

商品描述(中文翻譯)

本書探討透過結合圖論、物理學和模式識別的結果來分析複雜網絡的結構。全書分為兩個部分,共有11章專注於網絡結構分析的理論工具發展,另外7章則以批判的方式展示這些工具在現實場景中的應用。前幾章詳細介紹了網絡的鄰接性、度量和拓撲性質,接著是專門分析複雜網絡中個別片段及基於片段的全局不變量的章節。隨後的章節分析了網絡中的可通訊性、中心性、雙邊性、擴展性和社群等概念。本書的第二部分專注於基因、蛋白質殘基、蛋白質-蛋白質相互作用、細胞間、生態和社會經濟網絡的分析,包括重要的突破以及結構概念誤用的例子。

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