Research Article
Prediction of HFMD Cases by Leveraging Time Series Decomposition and Local Fusion
Input: Observed HFMD outpatient time series, window size , max-IMF | Output: Prediction value for future cases | 1. normalization using Equation (2); | 2. Split using Equation (3); | 3. Time series decomposition using Algorithm 1; | 4. for each sample in do | 5. for 1 do | 6. for 1 do | 7. using Equation (7); | 8. for each sample in do | 9 for 1 do | 10 for 1 do | 11. for 1 do | 12. softmax using Equation (4); | 13. and using Equation (5); | 14. using Equation (6); | 15. and using Equation (8); | 16. denormalization using Equation (9); |
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