Data Mining With Neural Networks: Solving Business Problems by Joseph P. Bigus PDF

By Joseph P. Bigus

Readers will locate concrete implementation concepts, strengthened with real-world enterprise examples and at the least formulation, and case reviews drawn from a large diversity of industries. The ebook illustrates the preferred facts mining features of category, clustering, modeling, and time-series forecasting--through examples built utilizing the IBM Neural community application.

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Manufacturing The complexity in modem manufacturing environments and the requirements for both efficiency and high quality has prompted the use of data mining in several areas. Neural networks are used in computer aided design to match part requirements to existing parts for design reuse, in job scheduling and manufacturing control, in optimization of chemical processes, and to minimize energy consumption. Neural networks are also widely used in quality control and automated inspection applications.

6 Data mining for decision support. raw data using a data mining algorithm, it also opens the way to complete automation of the process. This is discussed in the next section. Developing Business Applications For the past 20 years, the standard approach to developing business applications has been to have a system analyst determine the data that needs to be processed, and identify the major steps of the business process that operates on that data. Once characterized, the problem is broken down into subproblems, and algorithms are designed to operate on the data.

I, No. 22-28. Udo, G. 1993. Neural network performance on the bankruptcy classification problem, Computers and Industrial Engineering, Vol. 1-4, pp. 377--380. A. Bodnovich, and Y. Selvi. 1995. A bibliography of neural network business applications research: 1988-September 1994, Expert Systems (August), Vol. 3, pp. 253-262. 4fW wil NE NE thi tn fOl A Tt fIr Di eTi in4 se. fr< de stJ Introduction to Neural Networks an is still the rrwst extraordinary camputer lit. JOHN F. KENNEDY e want to replace the compntor motapiwr rh the bmin metapiwr: ..

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