Uncertainty reasoning based on filter of lattice implication algebra

UTSePress Research/Manakin Repository

Search UTSePress Research


Advanced Search

Browse

My Account

Show simple item record

dc.contributor.author Ma, Jun en_US
dc.contributor.author Li, Tianrui en_US
dc.contributor.author Gao, Ya en_US
dc.contributor.editor NA en_US
dc.date.accessioned 2010-05-28T10:00:05Z
dc.date.available 2010-05-28T10:00:05Z
dc.date.issued 2003 en_US
dc.identifier 2006007247 en_US
dc.identifier.citation Ma Jun, Li Tianrui, and Gao Ya 2003, 'Uncertainty reasoning based on filter of lattice implication algebra', International Conference on Machine Learning and Cybernetics, IEEE, Piscataway, USA en_US
dc.identifier.issn 0-7803-8131-9 en_US
dc.identifier.other E3 en_US
dc.identifier.uri http://hdl.handle.net/10453/10865
dc.description.abstract In this paper, we took filter of lattice implication algebra as the measure of reliability for premises and inference rule and applied it to uncertainty reasoning. Firstly, we analyzed the properties of filter and pointed out that it can be regarded as a semantical model of hypothetical syllogism. Secondly, we discussed the closeness of inference rule with respect to value of reliability and shown some inference rules which closed with respect to filter. Then we studied the feature of reliability changing dynamically in a running reasoning through the paradox of bald man. Finally, we presented an uncertainty reasoning method based on filter. en_US
dc.language en_US
dc.publisher IEEE en_US
dc.relation.isbasedon http://dx.doi.org/10.1109/ICMLC.2003.1259747 en_US
dc.title Uncertainty reasoning based on filter of lattice implication algebra en_US
dc.parent International Conference on Machine Learning and Cybernetics en_US
dc.journal.volume en_US
dc.journal.number en_US
dc.publocation Piscataway, USA en_US
dc.identifier.startpage 1578 en_US
dc.identifier.endpage 1582 en_US
dc.cauo.name FEIT.School of Software en_US
dc.conference Verified OK en_US
dc.for 080100 en_US
dc.personcode 999403 en_US
dc.personcode 0000030866 en_US
dc.personcode 102497 en_US
dc.percentage 100 en_US
dc.classification.name Artificial Intelligence and Image Processing en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom International Conference on Machine Learning and Cybernetics en_US
dc.date.activity 20031102 en_US
dc.location.activity Xian, China en_US
dc.description.keywords algebra , knowledge representation , lattice filters , learning (artificial intelligence) , uncertainty handling en_US
dc.staffid 102497 en_US


Files in this item

This item appears in the following Collection(s)

Show simple item record