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Titlebook: Data Mining and Knowledge Discovery for Process Monitoring and Control; Xue Z. Wang Book 1999 Springer-Verlag London 1999 Artificial Intel

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Data Pre-Processing for Feature Extraction, Dimension Reduction and Concept Formation,surements. The discussion is concerned with capturing the features in dynamic trend signals. A dynamic trend representation is the visualisation of the changing trajectory of a variable over time and consists of many sample values. However, in order to make effective use of trends in a computer base
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Multivariate Statistical Analysis for Data Analysis and Statistical Control,variate statistical control systems. The methods introduced in this chapter include principal component analysis (PCA), partial least squares (PLS), and multi-way and nonlinear PCA. The emphasis will be put on how these approaches can be applied to solving practical problems and addressing the advan
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