On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit.
Óscar Escudero-ArnanzJoaquín Rodríguez-ÁlvarezKarl Øyvind MikalsenRobert JenssenCristina Soguero-RuízPublished in: CoRR (2021)
Keyphrases
- dimensionality reduction
- intensive care unit
- kernel pca
- kernel learning
- feature extraction
- intensive care
- feature space
- principal component analysis
- input space
- high dimensional
- low dimensional
- high dimensional data
- kernel function
- medical data
- high risk
- medical knowledge
- information systems
- data points
- support vector
- blood pressure
- training set
- health care
- knowledge discovery