TY - GEN
T1 - On computing the footprint of uncertainty of an interval type-2 fuzzy set as uncertainty measure
AU - Figueroa-García, Juan Carlos
AU - Hernández-Pérez, Germán Jairo
AU - Chalco-Cano, Yurilev
N1 - Publisher Copyright:
© Springer International Publishing AG 2016.
PY - 2016
Y1 - 2016
N2 - This paper presents a uncertainty measure of an Interval Type-2 fuzzy set based on its Footprint of Uncertainty. The proposed measure provides information about the amount of uncertainty contained into an Interval Type-2 fuzzy set. Some relationships between the proposed measure and other well known measures of an Interval Type-2 fuzzy set as the centroid, variance, cardinality, etc. are defined and illustrated through some application examples.
AB - This paper presents a uncertainty measure of an Interval Type-2 fuzzy set based on its Footprint of Uncertainty. The proposed measure provides information about the amount of uncertainty contained into an Interval Type-2 fuzzy set. Some relationships between the proposed measure and other well known measures of an Interval Type-2 fuzzy set as the centroid, variance, cardinality, etc. are defined and illustrated through some application examples.
KW - Cardinality
KW - Interval type-2 fuzzy sets
KW - Uncertainty measure
UR - https://www.scopus.com/pages/publications/85010039384
U2 - 10.1007/978-3-319-50880-1_22
DO - 10.1007/978-3-319-50880-1_22
M3 - Conference contribution
AN - SCOPUS:85010039384
SN - 9783319508795
T3 - Communications in Computer and Information Science
SP - 247
EP - 257
BT - Applied Computer Sciences in Engineering - 3rd Workshop on Engineering Applications, WEA 2016, Revised Selected Papers
A2 - Figueroa-García, Juan Carlos
A2 - López-Santana, Eduyn Ramiro
A2 - Ferro-Escobar, Roberto
PB - Springer Nature
T2 - 3rd Workshop on Engineering Applications, WEA 2016
Y2 - 21 September 2016 through 23 September 2016
ER -