Uncertainty reasoning based on filter of lattice implication algebra

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dc.contributor.author Ma, J
dc.contributor.author Li, T
dc.contributor.author Gao, Y
dc.contributor.editor NA
dc.date.accessioned 2010-05-28T10:00:05Z
dc.date.issued 2003-01
dc.identifier.citation International Conference on Machine Learning and Cybernetics, 2003, pp. 1578 - 1582
dc.identifier.isbn 0-7803-8131-9
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.
dc.publisher IEEE
dc.relation.isbasedon 10.1109/ICMLC.2003.1259747
dc.title Uncertainty reasoning based on filter of lattice implication algebra
dc.type Conference Proceeding
dc.parent International Conference on Machine Learning and Cybernetics
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.conference International Conference on Machine Learning and Cybernetics
dc.for 0801 Artificial Intelligence and Image Processing
dc.personcode 999403
dc.personcode 102497
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.date.activity 2003-11-02
dc.location.activity Xian, China en_US
dc.description.keywords algebra , knowledge representation , lattice filters , learning (artificial intelligence) , uncertainty handling en_US
dc.description.keywords algebra , knowledge representation , lattice filters , learning (artificial intelligence) , uncertainty handling
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
utslib.copyright.status Closed Access
utslib.copyright.date 2015-04-15 12:17:09.805752+10
utslib.collection.history Closed (ID: 3)


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