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
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