Feature-aware forecasting of large-scale time series data sets.
Claudio HartmannLars KegelWolfgang LehnerPublished in: it Inf. Technol. (2020)
Keyphrases
- data sets
- weather forecasting
- financial time series
- forecasting accuracy
- long term
- real world data sets
- short term
- real world
- arma model
- feature vectors
- image features
- real life
- garch model
- small scale
- dynamic time warping
- multivariate time series
- exponential smoothing
- hybrid model
- synthetic data
- non stationary
- data streams
- training data
- neural network
- temporal patterns
- predictive model
- support vector regression
- forecasting model
- high dimensional data
- turning points
- chaotic time series
- similarity measure
- medium term