Data mining

Data mining: foundations and intelligent paradigms

by Holmes, Dawn E. Jain, L. C.

Type Book
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Data mining is one of the most rapidly growing research areas in computer science and statistics. In Volume 3 of this three volume series, we have brought together contributions from some of the most prestigious researchers in applied data mining. Areas of application covered are diverse and include healthcare and finance. Each of the chapters is self contained. Statisticians, applied scientists/ engineers and researchers in bioinformatics will find this volume valuable. Additionally, it provid…

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Title Statements

  • Full title :Data mining. : foundations and intelligent paradigms / Dawn E. Holmes, Lakhmi C Jain, (éds).

Summary

Data mining is one of the most rapidly growing research areas in computer science and statistics. In Volume 3 of this three volume series, we have brought together contributions from some of the most prestigious researchers in applied data mining. Areas of application covered are diverse and include healthcare and finance. Each of the chapters is self contained. Statisticians, applied scientists/ engineers and researchers in bioinformatics will find this volume valuable. Additionally, it provides a sourcebook for graduate students interested in the current direction of research in applied data mining.

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Edition Statements

  • Publication Date:2012.

Publication Statements

  • Publisher(s):Springer
  • Place of Publication:Berlin
  • Language:eng
  • Publication Date:2012.

Notes

Titre de l'écran-titre (visionné le 17 juil. 2014).

The Physical Object

  • Description:1 ressource en ligne

Edition Identifiers

  • ISBN:9783642231513, 3642231519
  • oclc:ocn884312573
  • LC Classification:Q342
  • Dewey Decimal:006.3

Table of Contents

From the content: Advances in Data Mining Applications -- Temporal Pattern Mining for Medical Applications -- BioKeySpotter: an Unsupervised Keyphrase Extraction Technique in the Biomedical Full-text Collection -- Mining Health Claims data for assessing patient risk -- Mining biological networks for similar patterns -- Estimation of Distribution Algorithms in Gene Expression Data Analysis.

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Subjects

Computational Intelligence Data Mining Dossiers médicaux -- Informatique Exploration de données (Informatique) Intelligence informatique Livres électroniques Medical records Data processing

Writers

Holmes, Dawn E. Jain, L. C.

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