An introduction to the generalised theory of data scatter

G. Doyle; N. D. McMillan; F. Murtagh; M. O'Neill; S. Riedel

doi:10.1117/12.606077

1 June 2005 An introduction to the generalised theory of data scatter

G. Doyle, N. D. McMillan, F. Murtagh, M. O'Neill, S. Riedel

Proceedings Volume 5823, Opto-Ireland 2005: Imaging and Vision; (2005) https://doi.org/10.1117/12.606077
Event: OPTO-Ireland, 2005, Dublin, Ireland

Abstract

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.

Citation Download Citation

G. Doyle, N. D. McMillan, F. Murtagh, M. O'Neill, and S. Riedel "An introduction to the generalised theory of data scatter", Proc. SPIE 5823, Opto-Ireland 2005: Imaging and Vision, (1 June 2005); https://doi.org/10.1117/12.606077

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