Incorporating domain knowledge into data mining classifiers: An application in indirect lending.
Atish P. SinhaHuimin ZhaoPublished in: Decis. Support Syst. (2008)
Keyphrases
- domain knowledge
- data mining
- meta learning
- training data
- improve recognition accuracy
- knowledge discovery
- association rules
- training set
- data mining algorithms
- machine learning
- domain experts
- support vector
- data mining applications
- supervised classification
- rough sets
- classification systems
- decision trees
- data analysis
- discrimination aware
- linear classifiers
- user defined aggregates
- data mining methods
- cluster analysis
- web mining
- computer science
- data mining techniques
- data warehouse
- feature selection
- machine learning algorithms
- knowledge sources
- training examples
- intrusion detection
- classification models
- ensemble learning
- inductive databases
- classifier combination
- ensemble classifier
- knowledge discovery in databases
- text mining
- real world
- learning classifier systems
- domain theory
- supervised learning
- association rule mining
- web intelligence
- inductive learning
- test set
- class labels