Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events.
Jonghyeon KoMarco ComuzziPublished in: Inf. Syst. (2022)
Keyphrases
- anomaly detection
- information theoretic
- business process
- business processes
- mutual information
- information theory
- streaming data
- event logs
- intrusion detection
- detecting anomalies
- anomalous behavior
- process model
- normal behavior
- process mining
- network traffic
- information bottleneck
- network intrusion detection
- intrusion detection system
- business process models
- information theoretic measures
- network anomaly detection
- workflow model
- web services
- ws bpel
- business process modeling
- data streams
- case study
- inter organizational
- service oriented architecture
- one class support vector machines
- workflow management systems
- hidden markov models
- negative selection algorithm
- detect anomalies
- active learning
- data mining
- real world