Handling Imprecise Labels in Feature Selection with Graph Laplacian

@inproceedings{Doquire2012HandlingIL,
  title={Handling Imprecise Labels in Feature Selection with Graph Laplacian},
  author={Gauthier Doquire and Michel Verleysen},
  booktitle={ICPRAM},
  year={2012}
}
Feature selection is a preprocessing step of great importance for a lot of pattern recognition and machine learning applications, including classification. Even if feature selection has been extensively studied for classical problems, very little work has been done to take into account a possible imprecision or uncertainty in the assignment of the class… CONTINUE READING