MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams.
Siddharth BhatiaBryan HooiMinji YoonKijung ShinChristos FaloutsosPublished in: CoRR (2019)
Keyphrases
- anomaly detection
- edge information
- data streams
- edge detection
- edge detector
- detecting anomalies
- transactional data
- negative selection algorithm
- disjoint paths
- multi stream
- edge map
- detection method
- case study
- weighted graph
- multiple scales
- edge points
- signal to noise ratio
- stream mining
- three dimensional
- information systems