Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks.
He JiangYangqiu SongChenguang WangMing ZhangYizhou SunPublished in: IJCAI (2017)
Keyphrases
- random walk
- semi supervised learning
- heterogeneous information networks
- training data
- graph laplacian
- semi supervised
- link prediction
- unlabeled data
- directed graph
- labeled data
- semi supervised classification
- supervised learning
- graph construction
- typed objects
- regularization framework
- label propagation
- unsupervised learning
- markov chain
- machine learning
- active learning
- heterogeneous networks
- text categorization
- information networks
- multiple instance learning
- labeled and unlabeled data
- feature selection
- learning algorithm
- multi label classification
- information extraction
- classification accuracy
- data analysis