An introduction to the generalised theory of data scatter

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.

Original languageEnglish
Title of host publicationOpto-Ireland 2005
Subtitle of host publicationImaging and Vision
EditorsFionn D. Murtagh
PublisherSPIE
Pages258-268
Number of pages11
Volume5823
ISBN (Print)9780819458087, 0819458082
DOIs
Publication statusPublished - 1 Jun 2005
Externally publishedYes
EventOpto-Ireland 2005 - Dublin, Ireland
Duration: 4 Apr 20056 Apr 2005
https://books.google.co.uk/books/about/Imaging_and_Vision.html?id=FfRRAAAAMAAJ&redir_esc=y
https://spie.org/Publications/Proceedings/Volume/5823

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
PublisherSPIE
Volume5823
ISSN (Print)0277-786X

Conference

ConferenceOpto-Ireland 2005
CountryIreland
CityDublin
Period4/04/056/04/05
OtherImaging and Vision
Internet address

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  • Cite this

    Doyle, G., McMillan, N. D., Murtagh, F., O'Neill, M., & Riedel, S. (2005). An introduction to the generalised theory of data scatter. In F. D. Murtagh (Ed.), Opto-Ireland 2005: Imaging and Vision (Vol. 5823, pp. 258-268). [38] (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 5823). SPIE. https://doi.org/10.1117/12.606077