A Generalized Active Learning Approach for Unsupervised Anomaly Detection.
Tiago PimentelMarianne MonteiroJuliano VianaAdriano VelosoNivio ZivianiPublished in: CoRR (2018)
Keyphrases
- active learning
- unsupervised anomaly detection
- semi supervised
- anomaly detection
- learning algorithm
- labeled data
- experimental design
- intrusion detection
- semi supervised learning
- learning strategies
- selective sampling
- supervised learning
- pool based active learning
- databases
- multi class
- pairwise
- case study
- batch mode active learning
- machine learning