NMFE-SSCC: Non-negative matrix factorization ensemble for semi-supervised collective classification.
Qingyao WuMingkui TanXutao LiHuaqing MinNing SunPublished in: Knowl. Based Syst. (2015)
Keyphrases
- negative matrix factorization
- collective classification
- semi supervised
- label information
- semi supervised learning
- relational data
- sentiment analysis
- link prediction
- pairwise
- labeled data
- matrix factorization
- sparse representation
- principal component analysis
- training data
- document clustering
- supervised learning
- base classifiers
- statistical relational learning
- ensemble methods
- unlabeled data
- spectral clustering
- dimensionality reduction
- active learning
- training set
- learning algorithm
- social network analysis
- unsupervised learning
- base learners
- complex networks
- information retrieval
- image representation
- random walk
- random forests
- text mining
- feature selection
- pattern recognition
- high dimensional