An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks.
Brian Kenji IwanaSeiichi UchidaPublished in: CoRR (2020)
Keyphrases
- neural network
- data sets
- database
- data collection
- data sources
- synthetic data
- raw data
- data analysis
- data structure
- high quality
- training data
- decision trees
- data points
- knowledge discovery
- statistical analysis
- data processing
- data acquisition
- missing data
- original data
- data objects
- probability distribution
- input data
- active learning
- genetic algorithm
- pattern recognition
- bayesian networks
- website
- metadata
- complex data
- correlation analysis