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Yin / Zhu / Kaku

Data Mining

Concepts, Methods and Applications in Management and Engineering Design

Medium: Buch
ISBN: 978-1-4471-6118-9
Verlag: Springer
Erscheinungstermin: 26.11.2014
Lieferfrist: bis zu 10 Tage

Data Mining introduces in clear and simple ways how to use existing data mining methods to obtain effective solutions for a variety of management and engineering design problems.

Data Mining is organised into two parts: the first provides a focused introduction to data mining and the second goes into greater depth on subjects such as customer analysis. It covers almost all managerial activities of a company, including:

• supply chain design,
• product development,
• manufacturing system design,
• product quality control, and
• preservation of privacy.

Incorporating recent developments of data mining that have made it possible to deal with management and engineering design problems with greater efficiency and efficacy, Data Mining presents a number of state-of-the-art topics. It will be an informative source of information for researchers, but will also be a useful reference work for industrial and managerial practitioners.


Produkteigenschaften


  • Artikelnummer: 9781447161189
  • Medium: Buch
  • ISBN: 978-1-4471-6118-9
  • Verlag: Springer
  • Erscheinungstermin: 26.11.2014
  • Sprache(n): Englisch
  • Auflage: 2011
  • Serie: Decision Engineering
  • Produktform: Kartoniert, Previously published in hardcover
  • Gewicht: 499 g
  • Seiten: 312
  • Format (B x H x T): 155 x 235 x 18 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

1. Decision Analysis and Cluster Analysis.- 2. Association Rules Mining in Inventory Data Base.- 3. Fuzzy Modeling and Optimization: Theory and Methods.- 4. Genetic Algorithm Based Fuzzy Nonlinear Programming.- 5. Neural Network and Self Organizing Maps.- 6. Privacy Preserving Data Mining.- 7. Supply Chain Design by Using Decision Analysis.- 8. Product Architecture and Product Development Process for Global Performance.- 9. Application of Cluster Analysis to Cellular Manufacturing.- 10. Manufacturing Cells Design by Cluster Analysis.- 11. Fuzzy Approach to Quality Function Deployment-based Product Planning.- 12. Decision Making with Consideration of Association in Supply Chains.- 13. Applying Self Organizing Maps to Master Data Making in Automatic Exterior Inspection.- 14. Application for Privacy Preserving Data Mining.