EnHAT - Synergy of a tree-based Ensemble with Hoeffding Adaptive Tree for dynamic data streams mining.
Abraham Itzhak WeinbergMark LastPublished in: Inf. Fusion (2023)
Keyphrases
- data streams
- stream mining
- continuous data streams
- itemsets
- sensor networks
- frequent itemsets
- sliding window
- dynamic environments
- high level declarative
- pruning algorithm
- data sets
- mining data streams
- multiple data streams
- data mining
- training data
- data stream mining
- noisy data streams
- mining frequent itemsets
- tree construction
- ensemble methods
- stream data
- concept drift
- mining algorithm
- data mining methods
- tree structure
- learning algorithm
- neural network
- random forest
- pattern mining
- web mining
- dynamically adjust
- frequent closed itemsets
- closed frequent itemsets
- concept drifting
- non stationary
- data mining techniques
- drifting concepts