FEP Augmentation as a Means to Solve Data Paucity Problems for Machine Learning in Chemical Biology.
Pieter Buys BurgerXiaohu HuIlya BalabinMorné MullerMegan StanleyFourie JoubertThomas M. KaiserPublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- machine learning
- data sets
- application domains
- data analysis
- computational biology
- database
- data processing
- original data
- training data
- knowledge discovery
- raw data
- high quality
- active learning
- data sources
- end users
- mathematical programming
- data mining applications
- computer systems
- synthetic data
- spatial data
- data structure
- statistical methods
- input data
- data mining techniques
- data mining tasks
- prior knowledge