Improving Neural Networks for Time Series Forecasting using Data Augmentation and AutoML.
Indrajeet Y. JaveriMohammadhossein ToutiaeeIsmailcem Budak ArpinarTom W. MillerJohn A. MillerPublished in: CoRR (2021)
Keyphrases
- neural network
- synthetic data
- original data
- data sets
- data analysis
- data quality
- raw data
- database
- machine learning
- knowledge discovery
- artificial neural networks
- data sources
- data collection
- data processing
- complex data
- high dimensional data
- experimental data
- image data
- pattern recognition
- training data
- fuzzy logic
- data mining techniques
- probability distribution
- computer systems
- statistical analysis
- data structure
- missing data
- high quality
- data distribution
- data acquisition
- information systems
- social networks
- data mining