Machine Learning on Graphs with Kernels.
Michalis VazirgiannisGiannis NikolentzosGiannis SiglidisPublished in: CIKM (2019)
Keyphrases
- machine learning
- kernel methods
- graph kernels
- information extraction
- machine learning approaches
- data mining
- kernel function
- knowledge acquisition
- learning problems
- pattern recognition
- graph representation
- computer vision
- inductive learning
- graph mining
- machine learning methods
- neural network
- kernel learning
- machine learning algorithms
- text mining
- natural language processing
- learning algorithm
- data analysis
- graph theory
- support vector
- artificial intelligence
- computational biology
- positive definite
- text classification
- kernel machines
- random graphs
- graph clustering
- reproducing kernel hilbert space
- multiple kernel learning
- decision trees
- explanation based learning
- reinforcement learning
- graph model
- pairwise
- learning tasks
- active learning
- supervised learning
- computational intelligence