A Comparison of global and local probabilistic approximations in mining data with many missing attribute values.
Patrick G. ClarkJerzy W. Grzymala-BussePublished in: GrC (2013)
Keyphrases
- data sets
- data sources
- data collection
- data mining algorithms
- knowledge discovery
- training data
- bayesian networks
- data mining techniques
- data mining methods
- database
- data points
- probability distribution
- probabilistic model
- data structure
- data mining
- prior knowledge
- k means
- data analysis
- input data
- genetic programming
- pattern recognition
- attribute values
- test data
- data mining applications
- incomplete data
- interesting patterns
- hidden knowledge