Learning with Hypergraphs: Clustering, Classification, and Embedding.
Dengyong ZhouJiayuan HuangBernhard SchölkopfPublished in: NIPS (2006)
Keyphrases
- supervised learning
- unsupervised learning
- learning process
- learning algorithm
- learning phase
- high dimensionality
- clustering algorithm
- learning systems
- clustering method
- pattern classification
- incremental learning
- dimensionality reduction
- classification accuracy
- pattern recognition
- discriminative learning
- machine learning
- fuzzy clustering
- multi category
- classification models
- dictionary learning
- document clustering
- neural network
- learning tasks
- classification rules
- training samples
- online learning
- nearest neighbor
- prior knowledge
- feature vectors
- reinforcement learning
- training data
- feature extraction
- decision trees