Parallel Concept Drift Detection with Online Map-Reduce.
Artur AndrzejakJoão Bártolo GomesPublished in: ICDM Workshops (2012)
Keyphrases
- concept drift
- map reduce
- change detection
- parallel computation
- data streams
- open source
- drift detection
- cloud computing
- efficient implementation
- streaming data
- non stationary
- data distribution
- parallel computing
- recently developed
- stream clustering
- classification algorithm
- parallel processing
- general purpose
- data structure
- parallel implementation
- parallel algorithm
- join operations
- decision trees