Extremely Fast Decision Tree Mining for Evolving Data Streams.
Albert BifetJiajin ZhangWei FanCheng HeJianfeng ZhangJianfeng QianGeoff HolmesBernhard PfahringerPublished in: KDD (2017)
Keyphrases
- evolving data streams
- stream mining
- decision trees
- random forests
- data streams
- data mining methods
- limited memory
- single pass
- data stream mining
- random forest
- streaming data
- concept drift
- machine learning
- data mining
- stream clustering
- logistic regression
- text mining
- mining algorithm
- pattern mining
- machine learning algorithms
- knowledge discovery
- sequential patterns
- association rule mining
- stream data
- stream processing
- itemsets
- data mining tasks
- interesting patterns
- naive bayes
- text categorization