A Stable Multi-Scale Kernel for Topological Machine Learning.
Jan ReininghausStefan HuberUlrich BauerRoland KwittPublished in: CoRR (2014)
Keyphrases
- machine learning
- multiscale
- kernel methods
- kernel function
- euler number
- machine learning methods
- support vector
- machine learning algorithms
- pattern recognition
- decision trees
- support vector machine
- learning algorithm
- data mining
- classification and regression problems
- knowledge acquisition
- scale space
- feature selection
- natural language processing
- coarse to fine
- machine learning approaches
- feature space
- text classification
- knowledge discovery
- topological properties
- multiple kernel learning
- optic flow
- explanation based learning
- learning problems
- artificial intelligence
- model selection
- natural images
- text mining
- multiple scales
- image representation