Manifolds for training set selection through outlier detection.
Ahmad Said TolbaPublished in: ISSPIT (2010)
Keyphrases
- outlier detection
- training set
- detection algorithm
- fraud detection
- test set
- credit card fraud detection
- detecting outliers
- knowledge discovery
- feature space
- high dimensional datasets
- density ratio estimation
- training data
- data streams
- detect outliers
- data mining
- density estimation
- test data
- distance based outlier detection
- supervised learning
- classification accuracy
- training samples
- low dimensional
- change point detection
- training examples
- nearest neighbor
- active learning
- cross validation
- support vector machine
- learning algorithm
- information retrieval
- machine learning
- real world