A Practical Clustering Algorithm for Static and Dynamic Information Organization

  title={A Practical Clustering Algorithm for Static and Dynamic Information Organization},
  author={Javed A. Aslam and Katya Pelekhov and Daniela Rus},
We present and analyze the off-line star algorithm for clustering static information systems and the on-line star algorithm for clustering dynamic information systems. These algorithms organize a document collection into a number of clusters that is naturally induced by the collection via a computationally efficient cover by dense subgraphs. We further show a lower bound on the quality of the clusters produced by these algorithms as well as demonstrate that these algorithms are efficient… CONTINUE READING
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  • C. J. van Rijsbergen. Information Retrieval
  • London,
  • 1979
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