A New Decision Tree Classification Method for Mining High-Speed Data Streams Based on Threaded Binary Search Trees.
Tao WangZhoujun LiXiaohua HuYuejin YanHuowang ChenPublished in: PAKDD Workshops (2007)
Keyphrases
- classification method
- binary search trees
- high speed data streams
- decision trees
- data streams
- closed frequent itemsets
- sliding window
- concept drift
- mining data streams
- text classification
- knn
- classification algorithm
- k nearest neighbor
- search tree
- parallel algorithm
- support vector machine
- data structure
- support vector machine svm
- streaming data
- knowledge discovery
- frequent itemsets
- text mining
- itemsets
- search algorithm
- text categorization
- naive bayes
- machine learning
- b tree
- classification rules
- pattern mining
- data sets
- natural language processing
- nearest neighbor
- query processing
- training data
- image processing