TY - GEN
T1 - Fuzzy rough signatures
AU - Mendis, B. S.U.
AU - Kóczy, L. T.
PY - 2009
Y1 - 2009
N2 - We extend the idea of Fuzzy Signature to Fuzzy Rough Signature (FRS). The proposed Fuzzy Rough Signature is capable of handling most kind of uncertainty: epistemic and random uncertainty, vagueness due to indiscernibility, and linguistic vagueness that exists in both large as well as small sample data sets. Additionally, this system is capable of hierarchical organization of inputs and use of flexible aggregation selection will simplify the combinations of inputs from different sources.
AB - We extend the idea of Fuzzy Signature to Fuzzy Rough Signature (FRS). The proposed Fuzzy Rough Signature is capable of handling most kind of uncertainty: epistemic and random uncertainty, vagueness due to indiscernibility, and linguistic vagueness that exists in both large as well as small sample data sets. Additionally, this system is capable of hierarchical organization of inputs and use of flexible aggregation selection will simplify the combinations of inputs from different sources.
KW - Aggregation operators
KW - Fuzzy probability
KW - Fuzzy signatures
KW - Generalized weighted relevance aggregation operator (WRAO)
KW - Mathematical theory of evidence
KW - Polymorphic fuzzy signatures (PFS)
KW - Possibility
KW - Probability
KW - Probability of fuzzy events
KW - Rough fuzzy signatures
KW - Rough sets
UR - http://www.scopus.com/inward/record.url?scp=71449091197&partnerID=8YFLogxK
U2 - 10.1109/FUZZY.2009.5277102
DO - 10.1109/FUZZY.2009.5277102
M3 - Conference contribution
SN - 9781424435975
T3 - IEEE International Conference on Fuzzy Systems
SP - 1095
EP - 1100
BT - 2009 IEEE International Conference on Fuzzy Systems - Proceedings
T2 - 2009 IEEE International Conference on Fuzzy Systems
Y2 - 20 August 2009 through 24 August 2009
ER -