Systematic extraction of structure-activity relationship information from biological screening data.
Mathias WawerLisa PeltasonJürgen BajorathPublished in: J. Cheminformatics (2010)
Keyphrases
- raw data
- information sources
- data sets
- data collection
- complex structures
- end users
- global information
- historical data
- structural information
- prior knowledge
- collected data
- complex data
- huge amounts
- digital data
- missing information
- multiple sources
- external data
- information resources
- original data
- data points
- data structure
- training data
- information extraction
- background knowledge
- data repositories
- knowledge discovery
- image data
- information services
- structured information
- data quality
- data processing
- missing data
- keywords
- data mining
- activity patterns
- medical records
- data extraction
- biological information
- systems biology
- data analysis
- data sources
- biological data
- information loss
- log data
- data mining techniques
- prior information
- database
- input data
- statistical methods
- spatial data