Discovering knowledge in data : an introduction to data mining /

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Annotation Learn Data Mining by doing data miningData mining can be revolutionary-but only when it's done right. The powerful black box data mining software now available can produce disastrously misleading results unless applied by a skilled and knowledgeable analyst. Discovering Knowledge in...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Larose, Daniel T.
Format: Electronic eBook
Language:Inglés
Published: Hoboken, N.J. : Wiley-Interscience, ©2005.
Subjects:
Data mining.
Information storage and retrieval systems.
Data Mining
Information Storage and Retrieval
Information Systems
Exploration de données (Informatique)
Systèmes d'information.
COMPUTERS > Database Management > Data Mining.
Information storage and retrieval systems
Data mining
FACinfotech > Information technology
ER > Internet > Book > Full text
Fulltext.
Internet Resources.
Online Access:Texto completo
Table of Contents:
  • An introduction to data mining
  • Data preprocessing
  • Exploratory data analysis
  • Statistical approaches to estimation and prediction
  • k-nearest neighbor algorithm
  • Decision trees
  • Neural networks
  • Hierarchical and k-means clustering
  • Kohonen networks
  • Association rules
  • Model evaluation techniques.

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