How to Do Machine Learning with Small Data? - A Review from an Industrial Perspective.
Ivan KraljevskiYong Chul JuDmitrij IvanovConstanze TschöpeMatthias WolffPublished in: CoRR (2023)
Keyphrases
- machine learning
- data sets
- data analysis
- small number
- data processing
- raw data
- image data
- statistical methods
- synthetic data
- data sources
- high quality
- prior knowledge
- knowledge discovery
- viewpoint
- industrial applications
- artificial intelligence
- data distribution
- data collection
- data structure
- database
- end users
- machine learning algorithms
- training data
- sensor data
- information extraction
- data mining
- data quality
- big data