Data Mining : Concepts, Methods and Applications in Management and Engineering Design
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 int...
Enregistré dans:
| Auteurs principaux: | , , , |
|---|---|
| Format: | Livre numérique |
| Langue: | Anglais |
| Publié: |
London :
Springer London
[20..].
Cham : Springer Nature |
| Édition: | 1. |
| Collection: | Decision Engineering
|
| Accès en ligne: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Data mining, concepts, methods and applications in management and engineering design, Yong Yin, Ikou Kaku, Jiafu Tang... [et al.], London, Springer, 2011, 1 vol. (312 p.), Decision engineering, 978-1-84996-337-4 • Data mining, concepts, methods and applications in management and engineering design, Yong Yin, Ikou Kaku, Jiafu Tang... [et al.], London, Springer, 2011, 1 vol. (312 p.), Decision engineering, 978-1-84996-337-4 • Data Mining, Texte imprimé, 9781447161189 • Data Mining, Texte imprimé, 9781849963398 |
Table des matières:
- 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