S-Isomap++: Multi Manifold Learning from Streaming Data.
Suchismit MahapatraVarun ChandolaPublished in: CoRR (2017)
Keyphrases
- manifold learning
- streaming data
- data streams
- nonlinear dimensionality reduction
- low dimensional
- concept drift
- sliding window
- manifold learning algorithm
- dimensionality reduction
- semi supervised
- dimension reduction
- laplacian eigenmaps
- high dimensional
- data distribution
- nonlinear dimension reduction
- subspace learning
- high dimensional data
- locally linear embedding
- neighborhood graph
- feature mapping
- feature extraction
- anomaly detection
- geodesic distance
- feature space
- latent space
- high dimensionality
- sparse representation
- pairwise
- machine learning