Credal Classification of Uncertain Data Using Belief Functions.
Zhun-ga LiuQuan PanJean DezertGrégoire MercierPublished in: SMC (2013)
Keyphrases
- uncertain data
- belief functions
- uncertain information
- dempster shafer theory
- dempster shafer
- pattern recognition
- uncertain databases
- mining frequent itemsets
- naive bayes classification
- classification accuracy
- probability function
- probabilistic xml
- text classification
- probability theory
- evidential reasoning
- knowledge discovery
- set valued
- training set
- combination rule
- markov tree
- rough sets
- data streams
- feature extraction