Data augmentation for univariate time series forecasting with neural networks.
Artemios-Anargyros SemenoglouEvangelos SpiliotisVassilios AssimakopoulosPublished in: Pattern Recognit. (2023)
Keyphrases
- data sets
- neural network
- data processing
- statistical analysis
- high quality
- computer systems
- training data
- raw data
- artificial neural networks
- multimedia data
- data acquisition
- original data
- website
- data structure
- small number
- data quality
- knowledge discovery
- data sources
- multilayer perceptron
- neural network model
- noisy data
- pattern recognition
- complex data
- data distribution
- sensor data
- missing data
- synthetic data
- fuzzy logic
- image data
- probability distribution