HUGIN architecture for propagating belief functions
In this paper we study the use of a HUGIN like architecture for propagating Dempster-Shafer belief functions. The main issue of the proposed scheme is that it allows to do the entire propagation with mass function. To achieve this, an inverse for mass functions is defined.
| Main Authors: | , |
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| Format: | info:eu-repo/semantics/report |
| Language: | English |
| Published: |
2012
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| Online Access: | http://hdl.handle.net/10835/1553 |
| _version_ | 1789406746828079104 |
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| author | Salmerón Cerdán, Antonio Jensen, Finn V. |
| author_facet | Salmerón Cerdán, Antonio Jensen, Finn V. |
| author_sort | Salmerón Cerdán, Antonio |
| collection | DSpace |
| description | In this paper we study the use of a HUGIN like architecture for propagating Dempster-Shafer belief functions. The main issue of the proposed scheme is that it allows to do the entire propagation with mass function. To achieve this, an inverse for mass functions is defined. |
| format | info:eu-repo/semantics/report |
| id | oai:repositorio.ual.es:10835-1553 |
| institution | Universidad de Cuenca |
| language | English |
| publishDate | 2012 |
| record_format | dspace |
| spelling | oai:repositorio.ual.es:10835-15532023-04-12T19:40:35Z HUGIN architecture for propagating belief functions Salmerón Cerdán, Antonio Jensen, Finn V. In this paper we study the use of a HUGIN like architecture for propagating Dempster-Shafer belief functions. The main issue of the proposed scheme is that it allows to do the entire propagation with mass function. To achieve this, an inverse for mass functions is defined. 2012-05-28T09:47:24Z 2012-05-28T09:47:24Z 2012-05-28 info:eu-repo/semantics/report http://hdl.handle.net/10835/1553 en info:eu-repo/semantics/openAccess |
| spellingShingle | Salmerón Cerdán, Antonio Jensen, Finn V. HUGIN architecture for propagating belief functions |
| title | HUGIN architecture for propagating belief functions |
| title_full | HUGIN architecture for propagating belief functions |
| title_fullStr | HUGIN architecture for propagating belief functions |
| title_full_unstemmed | HUGIN architecture for propagating belief functions |
| title_short | HUGIN architecture for propagating belief functions |
| title_sort | hugin architecture for propagating belief functions |
| url | http://hdl.handle.net/10835/1553 |
| work_keys_str_mv | AT salmeroncerdanantonio huginarchitectureforpropagatingbelieffunctions AT jensenfinnv huginarchitectureforpropagatingbelieffunctions |