| Description |
1 online resource (xiv, 312 pages) : illustrations |
| Series |
Decision Engineering, 1619-5736 |
|
Decision engineering. 1619-5736
|
| Contents |
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 |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Data mining.
|
|
Management information systems.
|
|
Engineering design -- Electronic information resources
|
|
Data Mining
|
|
Management Information Systems
|
|
COMPUTERS -- Database Management -- Data Mining.
|
|
Ingénierie.
|
|
Management information systems
|
|
Data mining
|
| Form |
Electronic book
|
| Author |
Yin, Yong
|
| ISBN |
9781849963381 |
|
184996338X |
|
1849963371 |
|
9781849963374 |
|
