Visual data mining

Visual data mining: the VisMiner approach

by Anderson, Russell K.

Type Book
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A visual approach to data mining. Data mining has been defined as the search for useful and previously unknown patterns in large datasets, yet when faced with the task of mining a large dataset, it is not always obvious where to start and how to proceed. This book introduces a visual methodology for data mining demonstrating the application of methodology along with a sequence of exercises using VisMiner. VisMiner has been developed by the author and provides a powerful visual data mining tool …

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Title Statements

  • Full title :Visual data mining : the VisMiner approach / Russell K. Anderson.

Summary

A visual approach to data mining. Data mining has been defined as the search for useful and previously unknown patterns in large datasets, yet when faced with the task of mining a large dataset, it is not always obvious where to start and how to proceed. This book introduces a visual methodology for data mining demonstrating the application of methodology along with a sequence of exercises using VisMiner. VisMiner has been developed by the author and provides a powerful visual data mining tool enabling the reader to see the data that they ar.

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Edition Statements

  • Publication Date:2013.
  • Edition:2nd ed

Publication Statements

  • Publisher(s):Wiley
  • Place of Publication:Chichester, West Sussex, U.K
  • Language:eng
  • Publication Date:2013.

Notes

Includes index.

The Physical Object

  • Description:1 online resource (x, 196 pages) : : illustrations (chiefly color)

Edition Identifiers

  • ISBN:9781118444818, 9781118439234, 1118439236, 1118444817
  • oclc:on1058110755
  • LC Classification:QA76.9.D343
  • Dewey Decimal:006.3/12

Table of Contents

Initial data exploration and dataset preparation using VisMiner -- Advanced topics in initial exploration and dataset preparation using VisMiner -- Prediction algorithms for data mining -- Classification models in VisMiner -- Regression analysis -- Cluster analysis.

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Subjects

Computers -- Database Management Data Mining Exploration de données (Informatique) Information visualization VisMiner (Electronic resource) Visualisation de l'information

Writers

Anderson, Russell K.

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