Data Mining Meets Evolutionary Computation : A New Framework for Dynamic and Scalable Evolutionary Data Mining based on Non-Stationary Function Optimization

@inproceedings{Nasraoui2005DataMM,
  title={Data Mining Meets Evolutionary Computation : A New Framework for Dynamic and Scalable Evolutionary Data Mining based on Non-Stationary Function Optimization},
  author={Olfa Nasraoui and Carlos Rojas and Cesar Cardona},
  year={2005}
}
Data mining has recently attracted attention as a set of efficient techniques that can discover patterns from huge data. More recent advancements in collecting massive evolving data streams created a crucial need for dynamic data mining. In this paper, we present a genetic algorithm based on a new representation mechanism that allows several phenotypes to be simultaneously expressed to different degrees in the same chromosome. This gradual multiple expression mechanism can offer a simple model… CONTINUE READING