Approximating persistent homology in Euclidean space through collapses.
Magnus Bakke BotnanGard SpreemannPublished in: Appl. Algebra Eng. Commun. Comput. (2015)
Keyphrases
- euclidean space
- persistent homology
- topological features
- shape analysis
- computational geometry
- metric space
- morse theory
- euclidean distance
- data points
- low dimensional
- vector space
- riemannian manifolds
- pairwise distances
- multi dimensional scaling
- nearest neighbor
- dissimilarity matrix
- link prediction
- multi dimensional
- dimensional euclidean space