Download Biological Knowledge Discovery Handbook: Preprocessing, by Mourad Elloumi,Albert Y. Zomaya PDF

By Mourad Elloumi,Albert Y. Zomaya

The first complete review of preprocessing, mining, and postprocessing of organic data

Molecular biology is present process exponential development in either the amount and complexity of organic data—and wisdom discovery bargains the ability to automate advanced seek and knowledge research projects. This e-book provides an unlimited review of the newest advancements on ideas and methods within the box of organic wisdom discovery and knowledge mining (KDD)—providing in-depth primary and technical box info at the most crucial issues encountered.

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

BIOLOGICAL information PREPROCESSING

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

BIOLOGICAL facts MINING

  • Part E: Regression research of organic Data
  • Part F organic facts Clustering
  • Part G: organic facts 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 info Mining

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

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