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- W2327130073 abstract "Abstract A generalised fuzzy approach to statistical modelling techniques is proposed in this paper. Fuzzy Cmeans (FCM) and fuzzy entropy (FE) techniques are combined into a generalised fuzzy technique and applied to third-order hidden Markov models (HMM3). In the proposed HMM3, both the state transition and output observation depend not only on the current state but also on two preceding states. The HMM3 based on the fuzzy c-means (FCM) and fuzzy entropy (FE) is referred to as FCM-FEHMM3 in this paper. By building up a generalised fuzzy objective function, several new formulae solving model training problem are theoretically derived for FCM-FE-HMM3. The fuzzy modelling techniques are very flexible since the degree of fuzziness, the degree of fuzzy entropy." @default.
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- W2327130073 date "2011-08-31" @default.
- W2327130073 modified "2023-10-18" @default.
- W2327130073 title "A Training Algorithms of Third-order Hidden Markov Model based on FCM-FE" @default.
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- W2327130073 doi "https://doi.org/10.4156/ijact.vol3.issue7.21" @default.
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