DocumentCode :
3118598
Title :
Linguistic description of adult skeletal age-at-death estimations from fuzzy integral acquired fuzzy sets
Author :
Anderson, Derek T. ; Keller, James M. ; Anderson, Melissa ; Wescott, Daniel J.
Author_Institution :
Electr. & Comput. Eng., Univ. of Missouri, Columbia, MO, USA
fYear :
2011
fDate :
27-30 June 2011
Firstpage :
2274
Lastpage :
2281
Abstract :
Previously, we introduced a novel method to estimate adult skeletal age-at-death using the Sugeno fuzzy integral (FI). Specifically, we took a multi-hypothesis testing approach to make the classical FI yield a fuzzy set (FS)-valued result, which is not guaranteed to be normal or convex, based on interval-valued sources of information (aging methods). We showed quantitative results for summarizing the FS and comparing the single decision to a known age-at-death. In this article, we extend our prior work and present formulas to measure the uncertainty in the resultant FSs. We generate linguistic descriptions to establish domain standardization for the goal of assisting forensic and biological anthropologists. Specifically, we introduce fuzzy class definitions for age-at-death FSs and we present an OWA contrast approach to measure the degree of specificity in age-at-death FSs.
Keywords :
anthropology; fuzzy set theory; linguistics; OWA contrast approach; Sugeno fuzzy integral; adult skeletal age-at-death estimations; aging methods; biological anthropologists; forensic anthropologists; fuzzy integral acquired fuzzy sets; information interval-valued sources; linguistic description; multihypothesis testing; Accuracy; Aging; Estimation; Frequency selective surfaces; Pragmatics; Skeleton; Sugeno fuzzy integral; anthropology; linguisitic description; skeletal age-at-death;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
ISSN :
1098-7584
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
Type :
conf
DOI :
10.1109/FUZZY.2011.6007421
Filename :
6007421
Link To Document :
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