Online learnability of Statistical Relational Learning in anomaly detection.
Magnus JändelPontus SvensonNiclas WadströmerPublished in: FUSION (2012)
Keyphrases
- anomaly detection
- statistical relational learning
- inductive logic programming
- intrusion detection
- relational data
- anomalous behavior
- detecting anomalies
- detect anomalies
- network intrusion detection
- relational learning
- one class support vector machines
- intrusion detection system
- social network analysis
- probabilistic logic
- markov logic networks
- graphical models
- unsupervised learning
- probabilistic reasoning
- learning algorithm
- multi relational
- background knowledge
- text mining
- pairwise
- bayesian networks