The Impact of Data Augmentation on Time Series Classification Models: An In-Depth Study with Biomedical Data.
Bikram DeMykhailo SakevychVangelis MetsisPublished in: AIME (1) (2024)
Keyphrases
- biomedical data
- classification models
- training data
- statistical analysis
- data analysis
- data collection
- data mining methods
- data sets
- data points
- data mining techniques
- database
- data visualization
- data sources
- data streams
- high dimensional data
- statistical methods
- decision trees
- machine learning
- data mining tasks
- knowledge driven