From a Gaussian mixture model to additive fuzzy systems.
This work explores how a kind of probabilistic system, namely the Gaussian mixture model (GMM), can be translated to an additive fuzzy system. We will prove the mathematical equivalence between the conditional mean of a GMM, and the defuzzified output of a generalized fuzzy model (GFM). The relation...
| Published in: | IEEE Transactions on fuzzy systems 13, 3 (2005). |
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| Main Author: | |
| Format: | Article |
| Language: | English |
| Subjects: |