• Computer Science
  • Published 2011

Clustering Large Datasets with Apriori-based Algorithm and Concurrent Processing

@inproceedings{Thangsupachai2011ClusteringLD,
  title={Clustering Large Datasets with Apriori-based Algorithm and Concurrent Processing},
  author={Noppol Thangsupachai and Nittaya Kerdprasop},
  year={2011}
}
 Abstract—This paper presents the integrated data mining processing technique to find appropriate initial centroids in data clustering process by k-means algorithm. The processes include data cleansing, preprocessing, and finding features relation with Apriori algorithm to get appropriate features. Our clustering process compares different initial selection schemes: static selection and random selection. The calculation of SSE (Sum of Square Error) uses parallel calculation for better… CONTINUE READING

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