|
Iranian Journal of Fuzzy Systems، جلد ۱۰، شماره ۲، صفحات ۱-۲۸
|
|
|
عنوان فارسی |
RANDOM FUZZY SETS: A MATHEMATICAL TOOL TO
DEVELOP STATISTICAL FUZZY DATA ANALYSIS |
|
چکیده فارسی مقاله |
Data obtained in association with many real-life random experiments from different fields cannot be perfectly/exactly quantified.hspace{.1cm}Often the underlying imprecision can be suitably described in terms of fuzzy numbers/values. For these random experiments, the scale of fuzzy numbers/values enables to capture more variability and subjectivity than that of categorical data, and more accuracy and expressiveness than that of numerical/vectorial data. On the other hand, random fuzzy numbers/sets model the random mechanisms generating experimental fuzzy data, and they are soundly formalized within the probabilistic setting. This paper aims to review a significant part of the recent literature concerning the statistical data analysis with fuzzy data and being developed around the concept of random fuzzy numbers/sets.
|
|
کلیدواژههای فارسی مقاله |
Distances between fuzzy numbers/values، Fuzzy numbers/values، Fuzzy arithmetic، Random fuzzy numbers/sets، Statistical methodology، |
|
عنوان انگلیسی |
RANDOM FUZZY SETS: A MATHEMATICAL TOOL TO
DEVELOP STATISTICAL FUZZY DATA ANALYSIS |
|
چکیده انگلیسی مقاله |
Data obtained in association with many real-life random experiments from different fields cannot be perfectly/exactly quantified.hspace{.1cm}Often the underlying imprecision can be suitably described in terms of fuzzy numbers/values. For these random experiments, the scale of fuzzy numbers/values enables to capture more variability and subjectivity than that of categorical data, and more accuracy and expressiveness than that of numerical/vectorial data. On the other hand, random fuzzy numbers/sets model the random mechanisms generating experimental fuzzy data, and they are soundly formalized within the probabilistic setting. This paper aims to review a significant part of the recent literature concerning the statistical data analysis with fuzzy data and being developed around the concept of random fuzzy numbers/sets.
|
|
کلیدواژههای انگلیسی مقاله |
Distances between fuzzy numbers/values, Fuzzy numbers/values, Fuzzy arithmetic, Random fuzzy numbers/sets, Statistical methodology |
|
نویسندگان مقاله |
A. Blanco-Fernandez | Departamento de Estadstica e I.O. y D.M., Universidad de
Oviedo, Spain
M. R. Casals | Departamento de Estadstica e I.O. y D.M., Universidad de Oviedo,
Spain
A. Colubi | Departamento de Estadstica e I.O. y D.M., Universidad de Oviedo, Spain
N. Corral | Departamento de Estadstica e I.O. y D.M., Universidad de Oviedo, Spain
M. Garca-Barzana | Departamento de Estadstica e I.O. y D.M., Universidad de Oviedo,
Spain
M. A. Gil | Departamento de Estadstica e I.O. y D.M., Universidad de Oviedo, Spain
G. Gonzalez-Rodrguez | Departamento de Estadstica e I.O. y D.M., Universidad de
Oviedo, Spain
M.T. Lopez | Departamento de Estadstica e I.O. y D.M., Universidad de Oviedo, Spain
M. Montenegro | Departamento de Estadstica e I.O. y D.M., Universidad de Oviedo,
Spain
M. A. Lubiano | Departamento de Estadstica e I.O. y D.M., Universidad de Oviedo,
Spain
A. B. Ramos-Guajardo | Departamento de Estadstica e I.O. y D.M., Universidad de
Oviedo, Spain
S. de la Rosa de Saa | Departamento de Estadstica e I.O. y D.M., Universidad de
Oviedo, Spain
B. Sinova | Departamento de Estadstica e I.O. y D.M., Universidad de Oviedo, Spain
|
|
نشانی اینترنتی |
http://ijfs.usb.ac.ir/article_609_5b8567703d17bcd661b10543f43ed47a.pdf |
فایل مقاله |
فایلی برای مقاله ذخیره نشده است |
کد مقاله (doi) |
|
زبان مقاله منتشر شده |
en |
موضوعات مقاله منتشر شده |
|
نوع مقاله منتشر شده |
|
|
|
برگشت به:
صفحه اول پایگاه |
نسخه مرتبط |
نشریه مرتبط |
فهرست نشریات
|