Conservative merging of hypotheses given by probability densities

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F12%3A43915351" target="_blank" >RIV/49777513:23520/12:43915351 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6290530" target="_blank" >http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6290530</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Conservative merging of hypotheses given by probability densities
Original language description
The paper deals with the merging of hypotheses that are not provided with weights and are represented by probability densities. A recently proposed definition of a conservative probability density is exploited to evolve the ideas of the covariance unionapproach. It is derived that the solution with the lowest entropy is given by the mixture density with the maximum entropy and a closed form solution for disjoint supports is presented. The proposed approach is also applicable to discrete random variables. The paper is concluded by illustrative examples.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 2012 15th International Conference on Information Fusion
ISBN
978-0-9824438-5-9
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
1884-1890
Publisher name
IEEE
Place of publication
Piscataway
Event location
Singapore
Event date
Jul 9, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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