Mining High-Dimensional CyTOF Data: Concurrent Gating, Outlier Removal, and Dimension Reduction.
Sharon X. LeePublished in: ADC (2017)
Keyphrases
- dimension reduction
- high dimensional
- high dimensional data
- data sets
- data points
- low dimensional
- data analysis
- image data
- manifold learning
- original data
- data sources
- training data
- missing data
- high dimensional problems
- three dimensional
- data mining and machine learning
- principal component analysis
- input data
- training set
- support vector machine svm
- dimensionality reduction
- knowledge discovery
- cluster analysis
- feature vectors
- feature space
- variable selection
- object recognition
- feature extraction
- outlier removal