An Incremental Fuzzy Decision Tree Classification Method for Mining Data Streams.
Tao WangZhoujun LiYuejin YanHuowang ChenPublished in: MLDM (2007)
Keyphrases
- classification method
- mining data streams
- fuzzy decision trees
- data streams
- concept drift
- classification algorithm
- decision trees
- knn
- text classification
- k nearest neighbor
- continuous data
- streaming data
- fuzzy sets
- support vector machine
- support vector machine svm
- fuzzy rules
- stream data
- incremental learning
- neuro fuzzy
- classification rules
- change detection
- learning algorithm
- concept drifting
- training data
- feature vectors
- network traffic