The Christoffel-Darboux kernel for topological data analysis.
Pepijn Roos HoefgeestLucas SlotPublished in: CoRR (2022)
Keyphrases
- data analysis
- kernel function
- kernel methods
- data mining
- knowledge discovery
- kernel regression
- cluster analysis
- big data
- business intelligence
- data warehouse
- data processing
- intelligent data analysis
- topological spaces
- rough sets
- data visualization
- data collection
- kernel learning
- biological data
- feature space
- neural network
- rough set theory
- similarity function
- genetic algorithm
- input space
- data mining applications
- pattern discovery
- high dimensional
- kernel matrix
- component analysis
- kernel density estimation
- positive definite
- machine learning
- spatial data