Persistent Homology on Streaming Data.
Anindya MoitraNicholas O. MalottPhilip A. WilseyPublished in: ICDM (Workshops) (2020)
Keyphrases
- streaming data
- persistent homology
- topological features
- data streams
- morse theory
- sliding window
- concept drift
- computational geometry
- data distribution
- anomaly detection
- evolving data streams
- data stream mining
- massive data streams
- stream data
- incoming data
- data sets
- similarity search
- decision trees
- image processing
- social networks