Knowledge discovery of drug data on the example of adverse reaction prediction.
Pinar YildirimLjiljana MajnaricIlyas Ozgur EkmekciAndreas HolzingerPublished in: BMC Bioinform. (2014)
Keyphrases
- knowledge discovery
- data sets
- data structure
- data analysis
- data collection
- high quality
- training data
- data distribution
- database
- data mining techniques
- data mining tasks
- data mining applications
- high dimensional data
- data points
- prior knowledge
- data sources
- complex data
- prediction accuracy
- association rule mining
- raw data
- sensor data
- attribute values
- association rules
- original data
- statistical methods
- clustering algorithm
- missing data
- synthetic data
- end users
- data processing