By Mourad Elloumi,Albert Y. Zomaya

The first finished assessment of preprocessing, mining, and postprocessing of organic data

Molecular biology is present process exponential progress in either the quantity and complexity of organic data—and wisdom discovery bargains the means to automate complicated seek and knowledge research initiatives. This ebook provides an enormous evaluation of the latest advancements on innovations and methods within the box of organic wisdom discovery and knowledge mining (KDD)—providing in-depth primary and technical box info at the most vital issues encountered.

Written by way of most sensible specialists, Biological wisdom Discovery instruction manual: Preprocessing, Mining, and Postprocessing of organic Data covers the 3 major stages of data discovery (data preprocessing, information processing—also referred to as facts mining—and info postprocessing) and analyzes either verification structures and discovery systems.

BIOLOGICAL facts PREPROCESSING

  • Part A: organic facts Management
  • Part B: organic info Modeling
  • Part C: organic function Extraction
  • Part D organic characteristic Selection

BIOLOGICAL facts MINING

  • Part E: Regression research of organic Data
  • Part F organic facts Clustering
  • Part G: organic information Classification
  • Part H: organization principles studying from organic Data
  • Part I: textual content Mining and alertness to organic Data
  • Part J: High-Performance Computing for organic information Mining

Combining sound thought with useful purposes in molecular biology, Biological wisdom Discovery Handbook is perfect for classes in bioinformatics and organic KDD in addition to for practitioners researchers in computing device technology, existence technological know-how, and mathematics.

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Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data (Wiley Series in Bioinformatics) by Mourad Elloumi,Albert Y. Zomaya


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