An ensemble forecasting method using univariate time series COVID-19 data.
Charalampos M. LiapisAikaterini KaranikolaSotiris KotsiantisPublished in: PCI (2020)
Keyphrases
- synthetic data
- multivariate time series
- noisy data
- input data
- missing values
- test data
- data sets
- training samples
- statistical methods
- missing data
- rare events
- prior knowledge
- clustering method
- preprocessing
- data analysis
- machine learning methods
- exponential smoothing
- historical data
- high dimensional data
- non stationary
- knowledge discovery
- data points
- data sources
- data structure