Joint Classification with Heterogeneous Labels Using Random Walk with Dynamic Label Propagation.
Yongxin LiaoShenxi YuanJian ChenQingyao WuBin LiPublished in: PAKDD (1) (2016)
Keyphrases
- random walk
- label propagation
- class labels
- semi supervised learning
- semi supervised
- label information
- multi label classification
- unlabeled data
- link prediction
- markov chain
- classification algorithm
- supervised learning
- training data
- labeled data
- community detection
- pattern recognition
- classification accuracy
- training set
- text classification
- feature vectors
- spectral clustering
- feature extraction
- co training
- machine learning
- training samples
- support vector machine
- heterogeneous networks
- feature selection
- social networks
- probabilistic model
- data mining
- natural language processing
- pairwise constraints