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The cover of “Data mining techniques” - Open Library.

"Data mining techniques" was published by Wiley Pub. in 2004 - Indianapolis, Ind, it has 643 pages and the language of the book is English.


“Data mining techniques” Metadata:

  • Title: Data mining techniques
  • Author:
  • Language: English
  • Number of Pages: 643
  • Publisher: Wiley Pub.
  • Publish Date:
  • Publish Location: Indianapolis, Ind

“Data mining techniques” Subjects and Themes:

Edition Specifications:

  • Pagination: xxv, 643 p. :

Edition Identifiers:

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"Data mining techniques" Table Of Contents:

  • 1- Why and what is data mining?
  • 2- The virtuous cycle of data mining
  • 3- Data mining methodology and best practices
  • 4- Data mining applications in marketing and customer relationship management
  • 5- The lure of statistics: data mining using familiar tools
  • 6- Decision trees
  • 7- Artificial neural networks
  • 8- Nearest neighbor approaches : memory-based reasoning and collaborative filtering
  • 9- Market basket analysis and association rules
  • 10- Link analysis
  • 11- Automatic Cluster detection
  • 12- Knowing when to worry: hazard functions and survival analysis in marketing
  • 13- Genetic algorithms
  • 14- Data mining throughout the customer life cycle
  • 15- Data warehousing, OLAP, and data mining
  • 16- Building the data mining environment
  • 17- Preparing data for mining
  • 18- Putting data mining to work

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