Predicting Future Antibiotic Susceptibility using Regression-based Methods on Longitudinal Massachusetts Antibiogram Data.
M. L. TlachacElke A. RundensteinerKerri BartonScott TroppyKirthana BeaulacShira DoronPublished in: HEALTHINF (2018)
Keyphrases
- database
- data processing
- data sets
- data mining methods
- data sources
- original data
- data mining techniques
- high dimensional data
- data analysis
- spectral clustering
- synthetic data
- computer systems
- data mining applications
- noisy data
- raw data
- human experts
- machine learning methods
- image data
- knowledge discovery
- probability distribution
- computational cost
- data structure
- data collection
- training data
- data points
- end users
- data quality
- decision trees
- significant improvement
- predicting future