Correlation-Based Data Augmentation for Machine Learning and Its Application to Road Environment Recognition.
Shinichiro OmachiMasako OmachiPublished in: IEEE Trans. Veh. Technol. (2022)
Keyphrases
- machine learning
- knowledge discovery
- data analysis
- data processing
- data sets
- original data
- database
- recognition rate
- raw data
- missing data
- high quality
- recognition accuracy
- feature selection
- probability distribution
- data collection
- synthetic data
- high dimensional data
- data quality
- input data
- data mining techniques
- data points
- end users
- data sources
- active learning
- prior knowledge
- data structure
- computer vision