Research Article
A Hybrid Fuzzy Time Series Approach Based on Fuzzy Clustering and Artificial Neural Network with Single Multiplicative Neuron Model
Table 3
Performance evaluation of methods for RMSE criteria.
| Methods | Years | 2000 | 2001 | 2002 | 2003 | 2004 |
| Chen (1996) [9] | 176 | 148 | 101 | 74 | 84 | Huarng and Yu (2006) [31] | 152 | 130 | 84 | 56 | 116 | Huarng et al. (2007) [45] | 154.42 | 124.02 | 93.48 | 65.51 | 72.35 | Yu and Huarng (2010) [33] | 131 | 130 | 80 | 58 | 67 | Chen and Chang (2010) [46] | 129.42 | 113.33 | 66.82 | 53.51 | 60.48 | Chen and Chen (2011) [47] | 123.62 | 115.33 | 71.01 | 58.06 | 57.73 | Chen et al. (2012) [48] | 119.98 | 114.47 | 67.17 | 52.49 | 52.27 | The Proposed Method | 99.19 | 98.53 | 59.34 | 41.25 | 44.15 |
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