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Proceedings Paper

An introduction to the generalised theory of data scatter
Author(s): G. Doyle; N. D. McMillan; F. Murtagh; M. O'Neill; S. Riedel
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Paper 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.

Paper Details

Date Published: 1 June 2005
PDF: 11 pages
Proc. SPIE 5823, Opto-Ireland 2005: Imaging and Vision, (1 June 2005); doi: 10.1117/12.606077
Show Author Affiliations
G. Doyle, Institute of Technology Carlow (Ireland)
N. D. McMillan, Institute of Technology Carlow (Ireland)
F. Murtagh, Univ. of London (United Kingdom)
M. O'Neill, Carl Stuart Ltd. (Ireland)
S. Riedel, Institute of Technology Carlow (Ireland)

Published in SPIE Proceedings Vol. 5823:
Opto-Ireland 2005: Imaging and Vision
Fionn D. Murtagh, Editor(s)

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