The Christoffel-Darboux Kernel for Topological Data Analysis.
Pepijn Roos HoefgeestLucas SlotPublished in: SoCG (2023)
Keyphrases
- data analysis
- data collection
- kernel methods
- kernel function
- data mining
- multi aspect
- business intelligence
- topological properties
- kernel machines
- intelligent data analysis
- feature space
- input space
- data processing
- kernel regression
- neural network
- machine learning
- support vector
- component analysis
- information visualization
- kernel space
- knowledge discovery
- data warehouse
- convolution kernel
- topological features
- digital topology
- mutual subspace method
- kernel learning
- gaussian processes
- data visualization
- big data
- connected components
- cluster analysis
- rough sets
- semi supervised
- support vector machine