Towards Design Principles for a Real-Time Anomaly Detection Algorithm Benchmark Suited to Industrie 4.0 Streaming Data.
Philip StahmannBodo RiegerPublished in: HICSS (2022)
Keyphrases
- detection algorithm
- design principles
- streaming data
- real time
- anomaly detection
- data streams
- sliding window
- detection accuracy
- detection method
- concept drift
- motion detection
- design patterns
- software engineering
- design process
- network traffic
- data distribution
- shot change detection
- intrusion detection
- user interface
- moving objects
- real world
- data sets
- database design
- data management
- database systems
- machine learning
- databases