The tasks of pre and post-processing in Data Mining applied to a real world problem

@inproceedings{Daz2010TheTO,
  title={The tasks of pre and post-processing in Data Mining applied to a real world problem},
  author={Jos{\'e} Luis D{\'i}az and Manuel Herrera and Joaqu{\'i}n Izquierdo and Rafael P{\'e}rez-Garc{\'i}a},
  year={2010}
}
Pre and post-processing are crucial tasks in Knowledge Discovery in Databases (KDD). In this contribution we present an application to a data set from a real water supply network (WSN) in the town of Calarcá (Colombia), located in the so-called "Eje Cafetero" coffee region. We use traditional and well-known techniques of pre and post-processing with the aim of showing its importance in Data Mining (DM), and of enhancing the need of results interpretability when dealing with real data set. Pre… CONTINUE READING
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