Online learnability of Statistical Relational Learning in anomaly detection.
Magnus JändelPontus SvensonNiclas WadströmerPublished in: CoRR (2017)
Keyphrases
- anomaly detection
- statistical relational learning
- inductive logic programming
- intrusion detection
- relational learning
- anomalous behavior
- detecting anomalies
- relational data
- network intrusion detection
- probabilistic logic
- probabilistic reasoning
- one class support vector machines
- detect anomalies
- intrusion detection system
- unsupervised learning
- social network analysis
- multi relational
- graphical models
- background knowledge
- markov logic networks
- probabilistic inference
- wordnet
- logic programs
- object recognition
- learning algorithm
- information retrieval