Effective data mining by integrating genetic algorithm into the data preprocessing phase.
Janaki GopalanEmin Erkan KorkmazReda AlhajjKen BarkerPublished in: ICMLA (2005)
Keyphrases
- data analysis
- genetic algorithm
- knowledge discovery
- data sets
- preprocessing phase
- data mining
- database
- data mining algorithms
- image data
- preprocessing
- prior knowledge
- data collection
- high quality
- data processing
- data mining techniques
- statistical analysis
- machine learning
- training data
- association rule mining
- neural network
- computer systems
- data reduction
- data mining applications
- web mining
- data mining methods
- raw data
- data mining tools
- data mining tasks
- complex data
- original data
- rough sets
- association rules
- spatial data
- evolutionary algorithm
- data structure
- databases
- text mining