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

By Mourad Elloumi,Albert Y. Zomaya

The first complete evaluate 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 deals the potential to automate advanced seek and information research projects. This booklet provides an unlimited review of the latest advancements on suggestions and methods within the box of organic wisdom discovery and knowledge mining (KDD)—providing in-depth basic and technical box info at the most crucial issues encountered.

Written through most sensible specialists, Biological wisdom Discovery instruction manual: Preprocessing, Mining, and Postprocessing of organic Data covers the 3 major levels of data discovery (data preprocessing, facts processing—also often called facts mining—and facts postprocessing) and analyzes either verification platforms and discovery systems.

BIOLOGICAL info PREPROCESSING

  • Part A: organic information 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 information 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 facts Mining

Combining sound idea with sensible functions in molecular biology, Biological wisdom Discovery Handbook is perfect for classes in bioinformatics and organic KDD in addition to for practitioners researchers in machine technological know-how, 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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