On Estimation of the Spatial Clustering: Case Study of Epidemiological Data In Olomouc Region, Czech Republic

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F13%3A33145314" target="_blank" >RIV/61989592:15310/13:33145314 - isvavai.cz</a>
Result on the web
<a href="http://ceur-ws.org/Vol-971/paper10.pdf" target="_blank" >http://ceur-ws.org/Vol-971/paper10.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
On Estimation of the Spatial Clustering: Case Study of Epidemiological Data In Olomouc Region, Czech Republic
Original language description
An evaluation of spatial patterns and a clustering play an important role among methods of spatial statistics. However, traditional clustering techniques are seldom suitable for analyses of spatial data and patterns because they usually do not count on spatial relations and qualities of objects. This paper aims to introduce usage of methods of spatial clustering estimation, which are based mainly on the position of events and not only on the events attribute space. Firstly, the methods of the spatial clustering or randomness estimation are introduced and applied on a real dataset, then spatial clusters are identified and the intensity of processes is quantified. Non-spatial properties and a time are considered together with the location data. Also methods of the multivariate statistics are used for the purpose of the classification of regions with similar properties. Particularly, occurrence data of selected infectious diseases in Olomouc Region in period 2004 - 2010 provided by Region
Czech name
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Czech description
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Project
<a href="/en/project/EE2.3.20.0170" target="_blank" >EE2.3.20.0170: Building of Research Team in the Field of Environmental Modeling and the Use of Geoinformation Systems with the Consequence in Participation in International Networks and Programs</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the Dateso 2013 Annual International Workshop on DAtabases, TExts, Specifications and Objects
ISBN
978-80-248-2968-5
ISSN
1613-0073
e-ISSN
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Number of pages
12
Pages from-to
1-12
Publisher name
Vysoká škola báňská - Technická univerzita
Place of publication
Ostrava
Event location
Písek
Event date
Apr 17, 2013
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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