一种成对约束限制的半监督文本聚类算法 (Pairwise Constrained Semi-supervised Text Clustering Algorithm).
Zonghu WangSu LiuPublished in: 计算机科学 (2016)
Keyphrases
- semi supervised
- pairwise
- clustering algorithm
- pairwise constraints
- semi supervised clustering
- semi supervised learning
- spectral clustering
- supervised learning
- concave convex procedure
- labeled data
- text clustering
- information retrieval
- loss function
- unlabeled data
- text mining
- markov random field
- metric learning
- multi view
- unsupervised learning
- document clustering
- semi supervised classification
- similarity measure
- text documents
- higher order
- co training
- pairwise interactions
- clustering approaches
- unsupervised clustering
- k means
- text data
- text retrieval
- textual data
- clustering analysis
- similarity matrix
- keywords
- point sets
- clustering method
- hypergraph partitioning
- data sets
- key concepts
- natural language processing
- named entity recognition
- multi class
- web documents
- pair wise constraints