Knowledge Discovery from Microbiology Data: Many-Sided Analysis of Antibiotic Resistance in Nosocomial Infections.
Mykola PechenizkiyAlexey TsymbalSeppo PuuronenMichael A. ShifrinIrina AlexandrovaPublished in: Wissensmanagement (LNCS Volume) (2005)
Keyphrases
- knowledge discovery
- data analysis
- data sets
- statistical analysis
- database
- original data
- data acquisition
- experimental data
- data points
- training data
- high quality
- data structure
- image data
- knowledge discovery process
- data quality
- association rule mining
- prior knowledge
- databases
- data collection
- data processing
- synthetic data
- missing data
- data mining techniques
- outlier detection
- relational databases
- raw data
- feature space
- database systems
- data mining tools
- data mining process