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 finished assessment 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 information research projects. This publication offers an unlimited review of the newest advancements on innovations and methods within the box of organic wisdom discovery and knowledge mining (KDD)—providing in-depth basic and technical box details at the most vital issues encountered.

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

BIOLOGICAL facts PREPROCESSING

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

BIOLOGICAL info MINING

  • Part E: Regression research of organic Data
  • Part F organic information Clustering
  • Part G: organic info Classification
  • Part H: organization ideas 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 conception with useful 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 technology, existence technology, and mathematics.

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