K-nearest-neighbors induced topological PCA for single cell RNA-sequence data analysis.
Sean CottrellYuta HozumiGuo-Wei WeiPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- k nearest neighbor
- knn
- data analysis
- nearest neighbor
- principal component analysis
- support vector machine
- neural network
- knn classifier
- rna sequences
- nearest neighbor algorithm
- pairwise
- secondary structure
- feature extraction
- dimensionality reduction
- similarity search
- feature selection
- machine learning
- feature space
- image segmentation
- text classification
- decision trees
- k nearest
- data sets
- rna secondary structure prediction