𝔖 Bobbio Scriptorium
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Pattern recognition with evidential knowledge

✍ Scribed by M. A. Vila; M. Delgado; A. F. Gómez-Skarmeta

Publisher
John Wiley and Sons
Year
1999
Tongue
English
Weight
161 KB
Volume
14
Category
Article
ISSN
0884-8173

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✦ Synopsis

Many real situations may be seen as classifications problems if the information used to Ž . Ž relate items with classes is a probability measure on P P X = C set of all subsets of . Ž . X = C . It is well known that a probability measure on P P X = C induces two evidence measures on X = C. We will formulate a classification model where it is assumed classes are fuzzy sets and the available information is evidential. Two bad classification loss functions will be established for this purpose, by using Dempster's upper and lower integrals.

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