eISSN 2093-744X
pISSN 1598-2645
pISSN 1598-2645
Related fuzzy models for time-series prediction
| Method | Limitation | Accuracy (%) |
|---|---|---|
| FCM time-series [17] | No optimal parameter | 77.86 |
| Fuzzy logic [18] | No data reduction | 77.18 |
| Fuzzy Markov [19] | Complexity of model | 69.80 |
| Fuzzy time-series [22] | High-order uncertainty is not modeled | 77.00 |
| Fuzzy neural [24] | Weights are fixed | 79.24 |
| Fuzzy-PSO [25] | Limited to mid-range series | 80.12 |
| Gustafson-Kessel fuzzy clustering [26] | Insufficient results for long time-series | 82.93 |
| PSO-fuzzy time-series [27] | Not reliable for long time-series | 82.45 |
| Fuzzy-NN time-series clustering [18] | Time complexity is high | 84.73 |
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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