Cognition-Enhanced Machine Learning for Better Predictions with Limited Data.
Florian SenseRyan WoodMichael G. CollinsJoshua FiechterAihua WoodMichael KrusmarkTiffany S. JastrzembskiChristopher W. MyersPublished in: Top. Cogn. Sci. (2022)
Keyphrases
- machine learning
- data sets
- data analysis
- raw data
- high dimensional data
- data quality
- statistical methods
- experimental data
- sensor data
- data processing
- small number
- knowledge discovery
- data sources
- neural network
- pattern recognition
- decision trees
- probability distribution
- high quality
- database systems
- missing data
- database
- data objects
- original data
- machine learning methods
- synthetic data
- machine learning algorithms
- data collection
- active learning
- text classification
- image data