New evolutionary approaches to high-dimensional data

@inproceedings{Matoso2012NewEA,
  title={New evolutionary approaches to high-dimensional data},
  author={Luis Matoso and Jos{\'e} Felipe J{\'u}nior and Adriano M. Pereira and Adriano Veloso and Wagner Meira},
  booktitle={GECCO},
  year={2012}
}
High-dimensional data often threatens the performance of classification algorithms. We propose a two-step approach for dealing with high-dimensional data. In the first step, features are arranged into bins, where each bin corresponds to a much smaller sub-space of features. In the second step, classifiers are independently applied to the set of features… CONTINUE READING