IEBench: Benchmarking Streaming Learners on Imbalanced Evolving Data Streams.
Alessio BernardoGiacomo ZifferEmanuele Della VallePublished in: ICDM (Workshops) (2021)
Keyphrases
- evolving data streams
- streaming data
- data streams
- stream mining
- concept drift
- sliding window
- data stream mining
- change detection
- data distribution
- stream clustering
- stream data
- stream processing
- limited memory
- single pass
- data sets
- random forests
- association rules
- data mining methods
- continuous queries
- outlier detection
- sensor data
- frequent itemsets
- anomaly detection
- supervised learning
- data structure