Hybrid Forest: A Concept Drift Aware Data Stream Mining Algorithm.
Radin Hamidi RadMaryam Amir HaeriPublished in: CoRR (2019)
Keyphrases
- concept drift
- mining algorithm
- data streams
- frequent itemsets
- itemsets
- streaming data
- pattern mining
- data stream mining
- association rule mining
- association rules
- data stream classification
- change detection
- sliding window
- drifting concepts
- frequent item sets
- sequential patterns
- frequent patterns
- tree structure
- stream data
- evolving data streams
- classification algorithm
- data distribution
- data mining algorithms
- sequential pattern mining
- continuous queries
- data sets
- high speed data streams
- non stationary
- feature space
- stream mining
- continuous data streams
- data structure
- mining frequent itemsets
- feature selection
- learning algorithm
- frequent pattern mining
- outlier detection
- information retrieval
- data mining
- real world
- neural network
- databases
- database