DocumentCode
1622124
Title
Interpretable decisions by means of similarities and modifiers
Author
Bouchon-Meunier, B.
Author_Institution
Univ. Pierre et Marie Curie - Paris 6, Paris, France
fYear
2009
Firstpage
524
Lastpage
529
Abstract
The interpretability of decisions on the basis of approximate descriptions of situations is approached by means of the use of linguistic modifiers. The closeness between two descriptions is evaluated by means of the measure of their differences. An analogy based reasoning method is proposed in compatibility with fuzzy deductive reasoning, using linguistic modifiers.
Keywords
computational linguistics; fuzzy logic; fuzzy reasoning; analogy based reasoning method; fuzzy deductive reasoning; linguistic modifiers; modifier; similarity; situation description; Evolutionary computation; Fuzzy logic; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Genetic algorithms; Knowledge based systems; Knowledge management; difference of fuzzy sets; expressiveness; fuzzy analogy; fuzzy deductive reasoning; interpretability; modifier; similarity;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location
Jeju Island
ISSN
1098-7584
Print_ISBN
978-1-4244-3596-8
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2009.5277069
Filename
5277069
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