Ising-Based Combinatorial Clustering Using the Kernel Method.
Masahito KumagaiKazuhiko KomatsuMasayuki SatoHiroaki KobayashiPublished in: MCSoC (2021)
Keyphrases
- kernel methods
- similarity function
- learning problems
- clustering algorithm
- k means
- kernel function
- feature space
- support vector
- machine learning
- support vector machine
- clustering method
- kernel matrix
- self organizing maps
- cluster analysis
- categorical data
- unsupervised learning
- markov random field
- spectral clustering
- reproducing kernel hilbert space
- rademacher complexity
- data mining
- image segmentation
- image processing