A Semi-Supervised Approach Based on k-Nearest Neighbor.
Zhiliang LiuXiaomin ZhaoJianxiao ZouHongbing XuPublished in: J. Softw. (2013)
Keyphrases
- k nearest neighbor
- semi supervised
- knn
- nearest neighbor
- graph construction
- semi supervised learning
- labeled data
- pairwise
- semi supervised classification
- unlabeled data
- support vector machine
- knn classifier
- classification algorithm
- text categorization
- active learning
- text classification
- manifold learning
- support vector machine svm
- neural network
- supervised learning
- knn algorithm
- information retrieval
- subspace learning
- pairwise constraints
- machine learning
- k nearest neighbour
- classification method
- feature selection
- nearest neighbour
- metric learning
- multiscale
- hierarchical document clustering