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dc.contributor.authorFont, Octavien_UK
dc.contributor.authorFrances, Guillemen_UK
dc.contributor.authorJonsson, Andersen_UK
dc.contributor.authorBartie, Philen_UK
dc.contributor.authorMackaness, Williamen_UK
dc.description.abstractIn this paper we present a novel probabilistic approach to activity recognition. Our approach is to estimate posterior probabilities of different activities using Bayes' rule. The approach can handle any type of activities as long as it is possible to estimate the conditional probabilities of potential observations, and easily scales to large numbers of activities. We test our approach empirically in an environment where observations are GPS signals of users moving around in a city.en_UK
dc.relationFont O, Frances G, Jonsson A, Bartie P & Mackaness W (2014) Probabilistic activity recognition in navigation. In: 2014 11th Workshop on Positioning, Navigation and Communication, WPNC 2014. 2014 11th Workshop on Positioning, Navigation and Communication (WPNC 2014), Dresden, Germany, 12.03.2014-13.03.2014. Piscataway, NJ, USA: IEEE.
dc.rightsThe publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study.en_UK
dc.titleProbabilistic activity recognition in navigationen_UK
dc.typeConference Paperen_UK
dc.rights.embargoreason[Probalistic Activity Recognition.pdf] The publisher does not allow this work to be made publicly available in this Repository therefore there is an embargo on the full text of the work.en_UK
dc.type.statusVoR - Version of Recorden_UK
dc.citation.btitle2014 11th Workshop on Positioning, Navigation and Communication, WPNC 2014en_UK
dc.citation.conferencedates2014-03-12 - 2014-03-13en_UK
dc.citation.conferencelocationDresden, Germanyen_UK
dc.citation.conferencename2014 11th Workshop on Positioning, Navigation and Communication (WPNC 2014)en_UK
dc.publisher.addressPiscataway, NJ, USAen_UK
dc.contributor.affiliationUniversitat Pompeu Fabraen_UK
dc.contributor.affiliationUniversitat Pompeu Fabraen_UK
dc.contributor.affiliationUniversitat Pompeu Fabraen_UK
dc.contributor.affiliationBiological and Environmental Sciencesen_UK
dc.contributor.affiliationUniversity of Edinburghen_UK
rioxxterms.apcnot requireden_UK
rioxxterms.typeConference Paper/Proceeding/Abstracten_UK
local.rioxx.authorFont, Octavi|en_UK
local.rioxx.authorFrances, Guillem|en_UK
local.rioxx.authorJonsson, Anders|en_UK
local.rioxx.authorBartie, Phil|0000-0002-1139-0716en_UK
local.rioxx.authorMackaness, William|en_UK
local.rioxx.projectInternal Project|University of Stirling|
local.rioxx.filenameProbalistic Activity Recognition.pdfen_UK
Appears in Collections:Biological and Environmental Sciences Conference Papers and Proceedings

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