Instant Cytoscape Complex Network Analysis How-to
暫譯: 即時 Cytoscape 複雜網路分析實用指南

Gang Su

  • 出版商: Packt Publishing
  • 出版日期: 2013-03-24
  • 售價: $1,020
  • 貴賓價: 9.5$969
  • 語言: 英文
  • 頁數: 76
  • 裝訂: Paperback
  • ISBN: 1849519803
  • ISBN-13: 9781849519809
  • 已絕版

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商品描述

Use Cytoscape to import, search, annotate, visualize, and analyze networks

Overview

  • Learn something new in an Instant! A short, fast, focused guide delivering immediate results.
  • Import and export networks using different formats
  • Use Vizmapper and layouts to customize the looks of your networks
  • Search for nodes and edges of interest

In Detail

Analyzing and visualizing networks for some of us has been quite difficult, although network typed data has been growing rapidly in almost all kinds of disciplines. Visualization of a network from its text or form can dramatically aid the intuitive human exploration and discovery of key features or functions. Cytoscape is a great tool for this purpose – no matter if you want to find out about a friendship group on Facebook or what a protein-protein interaction looks like.

Cytoscape Complex Network Analysis How-to is a hands-on book that provides you with step-by-step exercises to help you get familiar with Cytoscape. With the help of quick recipes, you will be able to load, visualize, search, cluster, import and export networks, and manage plugins without a hitch.

This book begins with an overview of the book (setup, basics, load networks), then progresses to VizMapper, layout and search functions, and concludes with plugins, clustering, remote services, and data export. Every recipe is designed very concisely to help you quickly get a general idea without diving into too much detail.

You will also learn how to build your own video player using jQuery, or by using one of the pre-built libraries available. We will also take a look at adding functionality such as lightbox effects, or subtitles, as well as how to publish videos to popular hosting sites, such as YouTube or VideoBin. If you want to take advantage of using the new HTML5 video format, then this is the book for you.

What you will learn from this book

  • Use VizMapper to configure visual styles
  • Apply a variety of network layouts
  • Identify clusters for functional mapping
  • Search using complex criteria
  • Introduction to popular plugins
  • Access remote resources
  • Export and save your work

Approach

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. Get the job done and learn as you go. A how-To book with practical recipes accompanied with rich screenshots for easy comprehension.This How-to guide offers techniques and skills through recipes. The guide is packed with step-by-step instructions for anyone who wants to learn to use Cytoscape for visualizing networks.

Who this book is written for

This book is great for people who have basic knowledge of programming, network analysis, and Cytoscape usage but would like to visualize and explore some network data. Readers are expected to know the basic concepts of network data, and be capable of using text editing software to edit tabular data which is imported into Cytoscape. Optionally, the user should understand network clustering and command line tools such as R.

商品描述(中文翻譯)

使用 Cytoscape 進行網路的匯入、搜尋、註解、視覺化和分析

概述

- 立即學習新知!一本短小、快速、專注的指南,提供即時結果。
- 使用不同格式匯入和匯出網路
- 使用 Vizmapper 和佈局自訂網路的外觀
- 搜尋感興趣的節點和邊

詳細內容

對於我們中的一些人來說,分析和視覺化網路一直相當困難,儘管網路類型的數據在幾乎所有學科中都在快速增長。從文本或形式視覺化網路可以顯著幫助人類直觀地探索和發現關鍵特徵或功能。Cytoscape 是一個很好的工具,無論你想了解 Facebook 上的友誼群體,還是想知道蛋白質-蛋白質相互作用的樣子。

《Cytoscape 複雜網路分析實用指南》是一本實用的書籍,提供逐步的練習,幫助你熟悉 Cytoscape。在快速食譜的幫助下,你將能夠輕鬆地加載、視覺化、搜尋、聚類、匯入和匯出網路,並管理插件。

本書首先概述了書籍內容(設置、基礎、加載網路),然後進入 VizMapper、佈局和搜尋功能,最後介紹插件、聚類、遠端服務和數據匯出。每個食譜都設計得非常簡潔,幫助你快速獲得一般概念,而不必深入細節。

你還將學習如何使用 jQuery 建立自己的視頻播放器,或使用現有的預建庫。我們還將看看如何添加功能,例如燈箱效果或字幕,以及如何將視頻發佈到流行的托管網站,如 YouTube 或 VideoBin。如果你想利用新的 HTML5 視頻格式,那麼這本書就是為你而寫的。

你將從本書中學到的內容

- 使用 VizMapper 配置視覺樣式
- 應用各種網路佈局
- 確定功能映射的聚類
- 使用複雜條件進行搜尋
- 介紹流行的插件
- 訪問遠端資源
- 匯出和保存你的工作

方法

本書充滿了實用的逐步指導和清晰的解釋,涵蓋最重要和有用的任務。完成工作並在過程中學習。這是一本實用的指南,提供實用的食譜,並附有豐富的截圖以便於理解。這本指南通過食譜提供技術和技能,為任何想學習使用 Cytoscape 進行網路視覺化的人提供逐步的指導。

本書的讀者對象

這本書非常適合對程式設計、網路分析和 Cytoscape 使用有基本了解的人,但希望視覺化和探索一些網路數據。讀者應該了解網路數據的基本概念,並能夠使用文本編輯軟體編輯匯入 Cytoscape 的表格數據。選擇性地,使用者應該了解網路聚類和命令行工具,如 R。