Download Biological Knowledge Discovery Handbook: Preprocessing, by Mourad Elloumi PDF

By Mourad Elloumi

ISBN-10: 1118132734

ISBN-13: 9781118132739

The first finished 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 deals the means to automate complicated seek and information research initiatives. This publication offers an unlimited evaluate of the newest advancements on ideas 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 themes encountered.

Written by means of most sensible 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 info postprocessing) and analyzes either verification structures and discovery systems.


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


  • Part E: Regression research of organic Data
  • Part F organic info 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 functional functions in molecular biology, Biological wisdom Discovery Handbook is perfect for classes in bioinformatics and organic KDD in addition to for practitioners researchers in computing device technological know-how, lifestyles technological know-how, and mathematics.

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R. Kornblihtt. Coordination between transcription and pre-mRNA processing. , 498:179– 182, 2001. 3. D. L. Black. Protein diversity from alternative splicing: A challenge for bioinformatics and postgenome biology. Cell, 103:367–370, 2000. 4. D. Brett, H. Popisil, J. Valcarel, J. Reich, and P. Bork. Alternative splicing and genome complexity. , 1:29–30, 2002. 5. T. W. Nilsen and B. R. Graveley. Expansion of the eukaryotic proteome by alternative splicing. Nature, 463(7280):457–463, 2010. 6. L. Cartegni, S.

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

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