Semi-supervised K-Means Clustering by Optimizing Initial Cluster Centers.
Xin WangChaofei WangJunyi ShenPublished in: WISM (2) (2011)
Keyphrases
- initial cluster centers
- semi supervised
- k means
- semi supervised learning
- semi supervised clustering
- pairwise
- cluster centers
- unlabeled data
- semi supervised classification
- labeled data
- supervised learning
- multi view
- clustering algorithm
- pairwise constraints
- generative model
- active learning
- spectral clustering
- prior knowledge
- unsupervised learning
- co training
- text classification
- graph cuts
- neural network
- feature vectors
- expert systems
- data analysis
- image segmentation
- computer vision
- machine learning