K-Nearest-Neighbors Induced Topological PCA for scRNA Sequence Data Analysis.
Sean CottrellYuta HozumiGuo-Wei WeiPublished in: CoRR (2023)
Keyphrases
- k nearest neighbor
- knn
- data analysis
- nearest neighbor
- principal component analysis
- text classification
- principal components analysis
- support vector machine
- neural network
- classification algorithm
- face recognition
- principal components
- input space
- high dimensional
- support vector machine svm
- classification method
- dimensionality reduction
- high dimensional data
- data mining
- knn classifier
- knn classification
- feature space
- feature extraction
- feature selection
- linear programming
- multi dimensional
- rough sets
- knowledge discovery
- image processing
- distance measurement
- data sets