A novel rule infusion technique for generating simulated binary data to validate data mining methods.
Mohammad-Reza SiadatDouglas CraigGregory F. HickmanTheophilus OgunyemiAnanias DioknoPublished in: BMEI (2012)
Keyphrases
- data mining methods
- binary data
- data mining
- formal concept analysis
- decision trees
- categorical data
- data mining techniques
- data sets
- exploratory data mining
- high dimensional
- association rules
- data mining applications
- real world
- data mining algorithms
- predictive modeling
- continuous data
- data mining systems
- classification rules
- nearest neighbor
- pattern discovery
- rule induction
- machine learning
- itemsets
- genetic programming
- cluster analysis
- knowledge discovery
- training data
- image processing
- search engine