Uncertainty reasoning based on filter of lattice implication algebra

Ma, J; Li, T; Gao, Y

Uncertainty reasoning based on filter of lattice implication algebra

Ma, J Li, T Gao, Y

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Publisher:: IEEE
Publication Type:: Conference Proceeding
Citation:: International Conference on Machine Learning and Cybernetics, 2003, pp. 1578 - 1582
Issue Date:: 2003-01

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Field	Value	Language
dc.contributor.author	Ma, J	en_US
dc.contributor.author	Li, T	en_US
dc.contributor.author	Gao, Y	en_US
dc.contributor.editor	NA	en_US
dc.date	2003-11-02	en_US
dc.date.issued	2003-01	en_US
dc.identifier.citation	International Conference on Machine Learning and Cybernetics, 2003, pp. 1578 - 1582	en_US
dc.identifier.isbn	0-7803-8131-9	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.publisher	IEEE	en_US
dc.relation.ispartof	International Conference on Machine Learning and Cybernetics	en_US
dc.relation.isbasedon	10.1109/ICMLC.2003.1259747	en_US
dc.rights	© 2003 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.	en_US
dc.title	Uncertainty reasoning based on filter of lattice implication algebra	en_US
dc.type	Conference Proceeding
utslib.location	Piscataway, USA	en_US
utslib.location.activity	Xian, China	en_US
utslib.for	0801 Artificial Intelligence and Image Processing	en_US
dc.location.activity	Xian, China	en_US
pubs.embargo.period	Not known	en_US
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
pubs.consider-herdc	false	en_US
pubs.place-of-publication	Piscataway, USA	en_US
pubs.start-date	2003-11-02	en_US

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.

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http://hdl.handle.net/10453/10865