The International Journal of Fuzzy Logic and Intelligent Systems

eISSN 2093-744X
pISSN 1598-2645

Related fuzzy models for time-series prediction

MethodLimitationAccuracy (%)
FCM time-series [17]No optimal parameter77.86
Fuzzy logic [18]No data reduction77.18
Fuzzy Markov [19]Complexity of model69.80
Fuzzy time-series [22]High-order uncertainty is not modeled77.00
Fuzzy neural [24]Weights are fixed79.24
Fuzzy-PSO [25]Limited to mid-range series80.12
Gustafson-Kessel fuzzy clustering [26]Insufficient results for long time-series82.93
PSO-fuzzy time-series [27]Not reliable for long time-series82.45
Fuzzy-NN time-series clustering [18]Time complexity is high84.73
International Journal of Fuzzy Logic and Intelligent Systems 2021;21:338~348 https://doi.org/10.5391/IJFIS.2021.21.4.338
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