Advantages of Information Granulation in Clustering Algorithms

@inproceedings{Kuzelewska2011AdvantagesOI,
  title={Advantages of Information Granulation in Clustering Algorithms},
  author={Urszula Kuzelewska},
  booktitle={ICAART},
  year={2011}
}
Clustering is a part of data mining domain. Its task is to identify groups consisting of similar data objects according to defined similarity criterion. One of the most common problems in this field is the time complexity of algorithms. Reducing the time of processing is particularly important due to constantly growing size of present databases. Granular computing (GrC) techniques create and/or process data portions, called granules, identified with regard to similar description, functionality… CONTINUE READING