A Pattern-Based Bayesian Classifier for Data Stream.
Jidong YuanZhihai WangYange SunWei ZhangJingjing JiangPublished in: ICONIP (4) (2017)
Keyphrases
- bayesian classifier
- data streams
- sliding window
- naive bayes
- pixel classification
- naive bayesian classifier
- streaming data
- change detection
- bayesian classifiers
- decision trees
- bayesian models
- transactional data
- outlier detection
- concept drift
- continuous queries
- pruning strategy
- stream processing
- decision tree learning algorithm
- data sets
- data distribution
- frequent itemsets
- classification accuracy
- heavy hitters
- feature selection
- machine learning
- data stream management systems
- itemsets
- principal component analysis
- face recognition
- neural network