Matching of flow-cytometry histograms using information theory in feature space.
Qing T. ZengMatthew WandAlan J. YoungJames RawnEdgar L. MilfordSteven J. MentzerRobert A. GreenesPublished in: AMIA (2002)
Keyphrases
- information theory
- feature space
- information theoretic
- jensen shannon divergence
- conditional entropy
- statistical learning
- statistical mechanics
- kullback leibler divergence
- principal component analysis
- flow cytometry
- feature extraction
- statistical physics
- relative entropy
- data points
- kernel function
- mutual information
- dimensionality reduction
- high dimensional
- real time
- shape matching
- dissimilarity measure
- feature vectors
- training set
- data analysis
- similarity measure
- feature selection