Particle Swarm Optimization with K-Means for Simultaneous Feature Selection and Data Clustering

@article{Prakash2015ParticleSO,
  title={Particle Swarm Optimization with K-Means for Simultaneous Feature Selection and Data Clustering},
  author={Jay Prakash and Pramod Kumar Singh},
  journal={2015 Second International Conference on Soft Computing and Machine Intelligence (ISCMI)},
  year={2015},
  pages={74-78}
}
Clustering is an unsupervised classification task of data mining. The high dimensional data sets generally comprise of irrelevant and redundant features also along with the relevant features, which deteriorate the clustering result. Therefore, to improve the clustering result, feature selection is necessary to select a subset of relevant features to improve… CONTINUE READING