Clustering for semi-supervised spam filtering.
John S. WhissellCharles L. A. ClarkePublished in: CEAS (2011)
Keyphrases
- spam filtering
- semi supervised
- semi supervised clustering
- text classification
- clustering algorithm
- semi supervised learning
- unsupervised learning
- machine learning models
- clustering method
- k means
- constrained clustering
- hierarchical clustering
- spam filters
- anti spam
- instance level constraints
- cluster analysis
- unlabeled data
- self organizing maps
- string kernels
- spam detection
- pairwise
- pairwise constraints
- active learning
- real world
- feature mapping
- spam classification
- clustering approaches
- fuzzy clustering
- data clustering
- data analysis