Cost-Sensitive Detection of Malicious Applications in Mobile Devices.
Yael WeissYuval FledelYuval EloviciLior RokachPublished in: MobiCASE (2010)
Keyphrases
- cost sensitive
- mobile devices
- multi class
- cost sensitive learning
- cost sensitive classification
- misclassification costs
- binary classification
- class distribution
- active learning
- fraud detection
- class imbalance
- confidence weighted
- boosting algorithms
- probability estimates
- learning algorithm
- naive bayes
- data sets
- image classification
- knowledge discovery
- cost sensitive boosting