Uncertainty reasoning based on filter of lattice implication algebra

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dc.contributor.author Ma, J
dc.contributor.author Xu, Y
dc.contributor.author Li, T
dc.contributor.author Li, W
dc.contributor.editor NA
dc.date.accessioned 2010-05-28T09:59:33Z
dc.date.issued 2003-01
dc.identifier.citation IEEE International Conference on Systems, Man and Cybernetics, 2003, 5 pp. 4980 - 4985
dc.identifier.isbn 0-7803-7952-7
dc.identifier.other E5 en_US
dc.identifier.uri http://hdl.handle.net/10453/10790
dc.description.abstract Uncertainty reasoning is one of the important issues of many research fields such as artificial intelligence, knowledge-based system, data mining, etc. In the framework of lattice-ualued propositional logic LP(X), the present work focus on how to deal with uncertainty reasoning with incompamble information by taking filter of lattice implication algebm as the measure of reliability of antecedents and conclusions. Firstly, we investigated the unsuitability of inference rules of classicnl logics in uncertainty reasoning and discussed the relation between inference rule and truth-values. Secondly, by taking filter as measure of reliability, we studied the dynamic and hierarchial characteristics of uncertainty reasoning governed by the underlying latticevalued propositional logic LP(X). Finally, we ilhstrated our uncertainty reasoning method through a simple example.
dc.publisher IEEE
dc.title Uncertainty reasoning based on filter of lattice implication algebra
dc.type Conference Proceeding
dc.parent IEEE International Conference on Systems, Man and Cybernetics
dc.journal.volume 5
dc.journal.number en_US
dc.publocation USA en_US
dc.publocation USA
dc.publocation USA
dc.identifier.startpage 4980 en_US
dc.identifier.endpage 4985 en_US
dc.cauo.name FEIT.School of Software en_US
dc.conference Verified OK en_US
dc.conference IEEE Conference on Systems, Man and Cybernetics
dc.conference IEEE Conference on Systems, Man and Cybernetics
dc.for 0806 Information Systems
dc.personcode 999403
dc.percentage 100 en_US
dc.classification.name Information Systems en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom IEEE Conference on Systems, Man and Cybernetics en_US
dc.date.activity 20031005 en_US
dc.date.activity 2003-10-05
dc.date.activity 2003-10-05
dc.location.activity Washington, USA en_US
dc.location.activity Washington, USA
dc.location.activity Washington, USA
dc.description.keywords Lattice-valued propositional logic, filter, uncertainty reasoning, artificial intelligence en_US
dc.description.keywords Lattice-valued propositional logic, filter, uncertainty reasoning, artificial intelligence
dc.description.keywords Lattice-valued propositional logic, filter, uncertainty reasoning, artificial intelligence
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


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