D3A-TS: Denoising-Driven Data Augmentation in Time Series.
David Solís MartínJuan Galán PáezJoaquin Borrego-DíazPublished in: CoRR (2023)
Keyphrases
- data sets
- data analysis
- denoising
- synthetic data
- raw data
- training data
- image data
- database
- data collection
- statistical analysis
- prior knowledge
- data points
- historical data
- data distribution
- data mining algorithms
- sensor data
- missing data
- data mining tasks
- high dimensional data
- computer systems
- data processing
- small number
- data sources
- data streams
- metadata
- neural network