Temporal Anomaly Detection in Business Processes.
Andreas Rogge-SoltiGjergji KasneciPublished in: BPM (2014)
Keyphrases
- anomaly detection
- business processes
- business process
- intrusion detection
- network traffic
- network intrusion detection
- anomalous behavior
- web services
- detecting anomalies
- network anomaly detection
- workflow management systems
- process model
- detect anomalies
- one class support vector machines
- workflow management
- workflow systems
- business process models
- workflow processes
- temporal constraints
- unsupervised learning
- process execution
- network security
- temporal information
- negative selection algorithm
- business objectives
- cumulative sum
- business environment
- inter organizational
- decision trees
- learning algorithm
- intrusion detection system
- supervised learning
- hidden markov models
- data mining