Updating existing QSAR models: selection and weighting of new data.
Tomas ÖbergTao LiuPublished in: J. Cheminformatics (2010)
Keyphrases
- data sets
- experimental data
- data analysis
- data sources
- data collection
- historical data
- synthetic data
- data processing
- high quality
- prior knowledge
- accurate models
- image data
- knowledge discovery
- database
- statistical analysis
- incomplete data
- data points
- complex systems
- probabilistic model
- learned models
- neural network
- data quality
- raw data
- data acquisition
- decision trees
- sensor data
- labeled data
- computer systems
- data mining techniques
- small number