Combining Machine Learning and Formal Techniques for Small Data Applications - A Framework to Explore New Structural Materials.
Rolf DrechslerSebastian HuhnChristina PlumpPublished in: DSD (2020)
Keyphrases
- machine learning
- data analysis
- data sets
- high quality
- data quality
- database
- raw data
- machine learning algorithms
- image data
- original data
- data structure
- prior knowledge
- data sources
- experimental data
- knowledge discovery
- small number
- data mining techniques
- learning algorithm
- statistical methods
- missing data
- synthetic data
- input data
- data collection
- knowledge acquisition
- data processing
- main contribution
- high dimensional data
- text classification
- background knowledge
- sensor data
- data points
- metadata
- computer vision
- artificial intelligence
- databases
- big data
- small fraction