International contributors, in fields such as computer engineering, information management, industrial engineering, and information systems, explore problems and methods related to enterprise data mining and analysis and discuss challenges for future research. Instead of discussing particular software environments, which may soon become obsolete, the book examines fundamental issues related to enterprise data modeling, with self-contained chapters on key algorithmic and application issues in the mining of enterprise data. A few chapters present new methodologies that are not yet available in commercial software packages. The book will be of use to researchers, practitioners, and graduate students in computer science, business, and engineering. Material originated at the June 2004 Mathematics and Machine Learning Conference held in Como, Italy. Liao is professor in the Department of Construction Management and Industrial Engineering at Louisiana State University. Triantaphyllou teaches computer science at Louisiana State University. Annotation ©2008 Book News, Inc., Portland, OR (booknews.com)
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Gebunden. Zustand: New. The main goal of the field of data mining is the analysis of large and complex datasets. Some useful datasets may be derived from business and industrial activities. This kind of data is known as enterprise data .InhaltsverzeichnisE. Artikel-Nr. 599239067
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Buch. Zustand: Neu. Neuware - 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. Artikel-Nr. 9789812779854
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