Mathematica for Bioinformatics: A Wolfram Language Approach to Omics
暫譯: 生物資訊學中的 Mathematica:Wolfram 語言的 Omics 方法

George Mias

  • 出版商: Springer
  • 出版日期: 2018-04-03
  • 售價: $8,670
  • 貴賓價: 9.5$8,237
  • 語言: 英文
  • 頁數: 384
  • 裝訂: Hardcover
  • ISBN: 3319723766
  • ISBN-13: 9783319723761
  • 相關分類: 生物資訊 Bioinformatics
  • 海外代購書籍(需單獨結帳)

商品描述

This book offers a comprehensive introduction to using Mathematica and the Wolfram Language for Bioinformatics. The chapters build gradually from basic concepts and the introduction of the Wolfram Language and coding paradigms in Mathematica, to detailed worked examples derived from typical research applications using Wolfram Language code. The coding examples range from basic sequence analysis, accessing genomic databases, differential gene expression, and machine learning implementations to time series analysis of longitudinal omics experiments, multi-omics integration and building dynamic interactive bioinformatics tools using the Wolfram Language. The topics address the daily bioinformatics needs of a broad audience: experimental users looking to understand and visualize their data, beginner bioinformaticians acquiring coding expertise in providing biological research solutions, and practicing expert bioinformaticians working on omics who wish to expand their toolset to include the Wolfram Language.

商品描述(中文翻譯)

本書提供了使用 Mathematica 和 Wolfram 語言進行生物資訊學的全面介紹。各章節逐步從基本概念和 Wolfram 語言的介紹以及 Mathematica 中的編碼範式開始,然後深入探討基於典型研究應用的詳細範例,這些範例使用了 Wolfram 語言的程式碼。編碼範例涵蓋了從基本序列分析、訪問基因組數據庫、差異基因表達、機器學習實現,到對縱向組學實驗的時間序列分析、多組學整合,以及使用 Wolfram 語言構建動態互動的生物資訊學工具等主題。這些主題滿足了廣泛受眾的日常生物資訊學需求:希望理解和可視化其數據的實驗用戶、獲取編碼專業知識以提供生物研究解決方案的初學者生物資訊學家,以及希望擴展其工具集以包含 Wolfram 語言的專業生物資訊學家。