Using virtual samples to improve learning performance for small datasets with multimodal distributions.
Der-Chiang LiLiang-Sian LinChien-Chih ChenWei-Hao YuPublished in: Soft Comput. (2019)
Keyphrases
- sampling methods
- data sets
- virtual reality
- augmented reality
- random variables
- virtual environment
- multi modal
- training dataset
- small number of samples
- virtual world
- machine learning
- multimodal interaction
- small number
- feature space
- database
- bayesian networks
- gaussian distribution
- small sample
- random sample
- gene expression datasets
- heavy tails