Recent Advances in Data Mining of Enterprise Data: Algorithms and Applications (Series On Computers And Operations Research) - Hardcover

Liao T Warren & Triantaphyllou Evangelos

Hardcover

ISBN 10: 981277985X ISBN 13: 9789812779854

Publisher: World Scientific Publishing, 2008

Synopsis

The main goal of the new field of data mining is the analysis of large and complex datasets. Some very important datasets may be derived from business and industrial activities. This kind of data is known as “enterprise data”. The common characteristic of such datasets is that the analyst wishes to analyze them for the purpose of designing a more cost-effective strategy for optimizing some type of performance measure, such as reducing production time, improving quality, eliminating wastes, or maximizing profit. Data in this category may describe different scheduling scenarios in a manufacturing environment, quality control of some process, fault diagnosis in the operation of a machine or process, risk analysis when issuing credit to applicants, management of supply chains in a manufacturing system, or data for business related decision-making.

Edition details

• Publisher: World Scientific Publishing
• Publication date: 2008
• Language: English
• ISBN 10: 981277985X
• ISBN 13: 9789812779854
• Binding: Hardcover
• Number of pages: 820