Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification.
Riccardo PecoriPietro DucangeFrancesco MarcelloniPublished in: EUSFLAT Conf. (2019)
Keyphrases
- incremental learning
- streaming data
- fuzzy decision trees
- data streams
- fuzzy artmap
- incremental learning algorithm
- supervised learning
- decision trees
- semi supervised
- concept drift
- concept drifting data streams
- sliding window
- learning process
- classification rules
- classification accuracy
- anomaly detection
- classification algorithm
- pattern recognition
- data stream mining
- semi supervised learning
- data distribution
- data sets
- active learning
- training set
- feature space
- image processing
- neural network