Machine learning based forecast for the prediction of inpatient bed demand.
Manuel TelloEric S. ReichJason PuckeyRebecca MaffAndrés García ArceBiplab Sudhin BhattacharyaFelipe FeijooPublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- machine learning
- prediction accuracy
- demand forecasting
- load forecasting
- exponential smoothing
- machine learning algorithms
- failure prediction
- prediction algorithm
- decision trees
- short term load forecasting
- predictive model
- text mining
- artificial intelligence
- pattern recognition
- prediction error
- prediction model
- feature selection
- short term
- health care
- machine learning methods
- computer vision
- knowledge representation
- information systems
- knowledge acquisition
- active learning
- information extraction
- arima model
- learning algorithm
- machine learning and statistical
- grey model
- forecasting accuracy
- predictive modeling
- data mining
- support vector machine
- knowledge discovery
- data analysis
- reinforcement learning