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 entire evaluate of preprocessing, mining, and postprocessing of organic data

Molecular biology is present process exponential development in either the quantity and complexity of organic data—and wisdom discovery deals the skill to automate complicated seek and information research initiatives. This publication provides an unlimited review of the newest advancements on strategies and ways within the box of organic wisdom discovery and information mining (KDD)—providing in-depth primary and technical box info at the most crucial issues encountered.

Written by means of best 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 info mining—and facts postprocessing) and analyzes either verification platforms and discovery systems.

BIOLOGICAL information PREPROCESSING

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

BIOLOGICAL facts MINING

  • Part E: Regression research of organic Data
  • Part F organic facts 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 concept with sensible 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, existence technology, and mathematics.

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