Active Learning for Anomaly and Rare-Category Detection.
Dan PellegAndrew W. MoorePublished in: NIPS (2004)
Keyphrases
- active learning
- anomaly detection
- selective sampling
- machine learning
- learning strategies
- semi supervised
- supervised learning
- random sampling
- intrusion detection
- online learning
- detecting anomalies
- training set
- experimental design
- active learning strategies
- transfer learning
- pool based active learning
- training examples
- network traffic
- unlabeled data
- learning algorithm
- cost sensitive
- data sets
- sample selection
- relevance feedback
- anomalous behavior
- annotation effort
- real world