1 June 2005 An introduction to the generalised theory of data scatter
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Phase Coherent Data-scatter (PCD-S) was originally developed for the area of tensiographic data mining and analysis. This development has been augmented with the engineering of a software toolkit called TraceMiner, which integrates this technique with additional data mining and statistical tools for general use. This paper presents, for the first time, a theoretical treatment of data-scatter as a generic data mining tool, cognisant of the data set descriptions, data transformations, measurands and data model visualisations possible with data-scatter. Data-diffraction resulting from data scatter is also presented here for the first time. The use of the two approaches in a Hough technique to analyse the resulting data-diffraction patterns is discussed briefly in the context of applications of this new data scatter approach.
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G. Doyle, G. Doyle, N. D. McMillan, N. D. McMillan, F. Murtagh, F. Murtagh, M. O'Neill, M. O'Neill, S. Riedel, S. Riedel, } "An introduction to the generalised theory of data scatter", Proc. SPIE 5823, Opto-Ireland 2005: Imaging and Vision, (1 June 2005); doi: 10.1117/12.606077; https://doi.org/10.1117/12.606077

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