A New Incremental Genetic Algorithm Based Classification Model to Mine Data with Concept Drift

@inproceedings{Vivekanandan2010ANI,
  title={A New Incremental Genetic Algorithm Based Classification Model to Mine Data with Concept Drift},
  author={Periasamy Vivekanandan and DR. R. NEDUNCHEZHIAN},
  year={2010}
}
In a database the data concepts changes over time and this is called concept drift. Genetic algorithm is widely used for mining classification rules. If the data set is of three or four years old, the mined rules may not reflect the current concept due to concept drift. Applying the incremental genetic (IGA) algorithm in a batch mode can mine accurate rules reflecting the current concept. But applying genetic algorithm without monitoring for a change in an incremental manner repeatedly on… CONTINUE READING