Data Augmentation techniques in time series domain: A survey and taxonomy.
Edgar TalaveraGuillermo IglesiasÁngel González-PrietoAlberto MozoSandra Gómez CanavalPublished in: CoRR (2022)
Keyphrases
- data sets
- data collection
- synthetic data
- data analysis
- spatial data
- training data
- raw data
- data structure
- data sources
- data mining tasks
- missing data
- image data
- data points
- high quality
- data mining applications
- data quality
- temporal data
- high dimensional data
- temporal information
- data distribution
- experimental data
- domain experts
- non stationary
- statistical analysis
- probability distribution
- similarity measure