Stephen McAteer

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Father of two, husband of one. PhD in mathematical physics. Lead data scientist at the Victorian Auditor-General's Office. Long suffering Essendon supporter.

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Image source: https://upload.wikimedia.org/wikipedia/commons/thumb/2/27/US_Navy_090210-N-9671T-144_A_port_security_boat_patrols_the_waters_near_Kuwait_Naval_Base.jpg/640px-US_Navy_090210-N-9671T-144_A_port_security_boat_patrols_the_waters_near_Kuwait_Naval_Base.jpg
1 October 2012

Going around in circles: a heuristic method for path categorisation (paper)

S.G. Mc Ateer and J.D. Beck

Abstract: In this paper, we describe a heuristic method for the categorisation of paths in a timed geospatial data set. Based on their shape and speed, paths are categorised as ‘slow’, ‘straight’, ‘miscellaneous’ or ‘overlapping’. The method is demonstrated using Global Positioning System (GPS) data obtained from HMAS GLENELG during patrols and transits near Christmas Island. The method enables analysis and categorisation of paths without reference to an external data source (such as ship’s logs) which explicitly indicates activities over time.

(Australian Defence Operations Research Review 2012, 94-109, title and abstract approved for public release.)

tags: analytics - report - operations research - defence - publication