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ICTAI
2003
IEEE
14 years 20 days ago
Inference via Fuzzy Belief Petri Nets
The fuzzy belief Petri net we propose in this paper propagates fuzzy beliefs from observations at nodes that represent measured parameters to fuzzy beliefs of the truths of parame...
Carl G. Looney, Lily R. Liang
ECSQARU
2001
Springer
13 years 12 months ago
New Semantics for Quantitative Possibility Theory
New semantics for numerical values given to possibility measures are provided. For epistemic possibilities, the new approach is based on the semantics of the transferable belief m...
Didier Dubois, Henri Prade, Philippe Smets
EUSFLAT
2009
162views Fuzzy Logic» more  EUSFLAT 2009»
13 years 5 months ago
Discussions on Interpretability of Fuzzy Systems using Simple Examples
Two conflicting goals are often involved in the design of fuzzy rule-based systems: Accuracy maximization and interpretability maximization. A number of approaches have been propos...
Hisao Ishibuchi, Yusuke Nojima
FUZZIEEE
2007
IEEE
13 years 11 months ago
A Vector Similarity Measure for Interval Type-2 Fuzzy Sets
Fuzzy logic is frequently used in computing with words (CWW). When input words to a CWW engine are modeled by interval type-2 fuzzy sets (IT2 FSs), the CWW engine's output can...
Dongrui Wu, Jerry M. Mendel
EUSFLAT
2007
107views Fuzzy Logic» more  EUSFLAT 2007»
13 years 8 months ago
Extending the Choquet integral
In decision under uncertainty, the Choquet integral yields the expectation of a random variable with respect to a fuzzy measure (or non-additive probability or capacity). In gener...
Giovanni Rossi