Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data

Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data

Mourad Elloumi, Albert Y. Zomaya


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

Molecular biology is present process exponential progress in either the amount and complexity of organic data—and wisdom discovery bargains the skill to automate complicated seek and information research initiatives. This publication offers an enormous evaluation of the newest advancements on innovations and techniques 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 through most sensible specialists, Biological wisdom Discovery guide: Preprocessing, Mining, and Postprocessing of organic Data covers the 3 major levels of data discovery (data preprocessing, information processing—also often called information mining—and info postprocessing) and analyzes either verification structures and discovery systems.

BIOLOGICAL facts PREPROCESSING

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

BIOLOGICAL information 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 information Mining

Combining sound idea 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 machine technological know-how, lifestyles technology, and mathematics.

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