Highly Scalable SVM Modeling with Random Granulation for Spam Sender Detection.
Yuchun TangYuanchen HeSven KrasserPublished in: ICMLA (2008)
Keyphrases
- highly scalable
- spam detection
- support vector machine svm
- support vector
- data partitioning
- knn
- support vector machine
- automatic detection
- rough sets
- web caching
- object detection
- detection algorithm
- feature selection
- kernel function
- spam classification
- anti spam
- anomaly detection
- multi class
- active learning
- feature vectors
- k nearest neighbor
- kernel methods
- fuzzy logic
- generalization ability
- false alarms
- detection accuracy
- spam filtering
- training set
- training data
- decision trees