A hybrid ARIMA-SVR approach for forecasting emergency patient flow.
Yumeng ZhangLi LuoJianchao YangDunhu LiuRuixiao KongYa-bing FengPublished in: J. Ambient Intell. Humaniz. Comput. (2019)
Keyphrases
- support vector regression
- hybrid model
- short term
- arima model
- emergency department
- exponential smoothing
- autoregressive integrated moving average
- medical care
- forecasting accuracy
- long term
- regression model
- support vector
- support vector machine svm
- load forecasting
- support vector machine
- artificial neural networks
- flow patterns
- decision making
- immune algorithm
- forecasting model
- clinical trials
- patient data
- kernel function
- management system
- emergency response
- optimal parameters
- knn
- neural network