Data Augmentation techniques in time series domain: a survey and taxonomy.
Guillermo IglesiasEdgar TalaveraÁngel González-PrietoAlberto MozoSandra Gómez CanavalPublished in: Neural Comput. Appl. (2023)
Keyphrases
- data sets
- high quality
- data points
- domain experts
- synthetic data
- image data
- computer systems
- data mining tasks
- domain independent
- training data
- data analysis
- data collection
- data mining techniques
- raw data
- database
- small number
- sensor networks
- statistical analysis
- probability distribution
- data sources
- sensor data
- spatial data
- data mining
- neural network
- data quality
- temporal data
- databases
- multidimensional time series