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作者 Teshima, Shoichi
書名 Quality recognition and prediction [electronic resource] : smarter pattern technology with the Mahalanobis-Taguchi system / Shoichi Teshima, Yoshiko Hasegawa, Kazuo Tatebayashi
出版項 [New York, N.Y.] (222 East 46th Street, New York, NY 10017) : Momentum Press, 2012
國際標準書號 9781606503447 (electronic bk.)
1606503448 (electronic bk.)
9781606503423 (print)
1606503421 (print)
國際標準號碼 10.5643/9781606503447 doi
book jacket
版本 1st ed
說明 1 electronic text (xvii, 220 p.) : ill., digital file
附註 Includes bibliographical references (p. 207-208) and index
Foreword -- Preface -- Acknowledgments --
1. Pattern recognition and the MT system -- 1.1 Overview of pattern recognition and the fields of application -- 1.2 Standard execution procedure for pattern recognition -- 1.3 Fields with substantial experience in the use of MT system applications --
2. Merits of the MT system and its computation methods -- 2.1 Characteristics shared by all MT system components -- 2.2 Features of the MT method -- 2.3 Features of the T method -- 2.4 The MT system computation formulas --
3. Data handled by the MT system and feature extraction -- 3.1 Use of measured values in an unmodified form -- 3.2 Performing feature extraction -- 3.3 Feature extraction technique from character pattern -- 3.4 Feature extraction technique from waveform pattern -- 3.5 Differences between other waveform features and variation values/abundance values --
4. MT method application procedure and important points to heed -- 4.1 Example of character recognition -- 4.2 Example of weather prediction --
5. T method application procedures and key points -- 5.1 Yield prediction for manufacturing-production using T method-1 -- 5.2 Character pattern recognition using the RT method --
6. Examples of actual applications -- 6.1 Blade wear monitoring via cutting vibration waveform (MT method) -- 6.2 Appearance inspection of a clutch disk -- 6.3 Monitoring of machine conditions (MT method) -- 6.4 Application to medical diagnosis (MT method) -- 6.5 Strength estimation based on raw material mixing (T method-1) -- 6.6. Real estate price prediction by T method-1 --
Appendices -- A. Differences between the MT system and artificial intelligence -- B. Difference between the MT system and traditional statistical theory -- C. Supplementary considerations concerning mathematical formulas -- D. Strategy to use when data incorporates unmeasured values -- E. Fusion with artificial intelligence and other resources -- F. Mahalanobis distance computation using Microsoft Excel -- G. Paley's construct for generation of Hadamard matrice --
Bibliography and reference sources -- Bibliography (in English) -- Bibliography (in Japanese) -- References -- Glossary: definition of terms -- Index -- About the authors
Restricted to libraries which purchase an unrestricted PDF download via an IP
The MT system is a diagnostic and predictive method for analyzing patterns in multivariate data that has provided benefits in many diverse applications over the past decade or so. It has proven itself superior in many cases to more traditional artificial intelligence applications such as neural nets
Also available in print
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries
Mode of access: World Wide Web
System requirements: Adobe Acrobat reader
Title from PDF t.p. (viewed on September 12, 2012)
鏈接 Print version: 1606503421 9781606503423
主題 Taguchi methods (Quality control)
Pattern recognition systems
Quality control -- Statistical methods
Mahalanobis-Taguchi System
pattern recognition
pattern prediction
Mahalanobis distance
Taguchi Method
Quality Engineering
Quality Prediction
Quality Recognition
Unit Space
appearance inspection
SN Ratio
medical inspection
medical diagnosis
plant monitoring
medical monitoring
Electronic books
Alt Author Hasegawa, Yoshiko
Tatebayashi, Kazuo
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