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Abstract: We consider the application of several computeintensive classification techniques to disk drive manufacturing quality control. This application is characterized by very high dimensions, with hundreds of features, and tens of thousands of cases. Two principal issues are addressed# (a) can a very expensive testing process be eliminated while still maintaining high quality throughput in disk drive manufacturing, and (b) can the manufacturing process be made more efficient by identifying bad disk... (Update)
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...pieces of equipment were replaced. Now all failed tests are continually analyzed for patterns and causes, and quality has improved. [7] John is a regional director of sales for a large software company. It s Thursday, and on Thursdays he likes to see how sales are going for...
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BibTeX entry: (Update)
Chid Apte, Sholom Weiss and G. Grout, "Predicting Defects in Disk Drive Manufacturing: A Case Study in HighDimensional Classification." IEEE Annual Conference on AI Applications CAIA-93, March 1993. http://citeseer.ist.psu.edu/apte93predicting.html More
@misc{ apte93predicting,
author = "C. Apte and S. Weiss and G. Grout",
title = "Predicting Defects in Disk Drive Manufacturing: A Case Study in HighDimensional
Classification",
text = "Chid Apte, Sholom Weiss and G. Grout, Predicting Defects in Disk Drive
Manufacturing: A Case Study in HighDimensional Classification. IEEE Annual
Conference on AI Applications CAIA-93, March 1993.",
year = "1993",
url = "citeseer.ist.psu.edu/apte93predicting.html" }
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