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      Efficient and fast initialization algorithm for k-means clustering

      El Agha, Mohammed; Ashour, Wesam M. (Modern Education and Computer Science Press, 2012)
      The famous K-means clustering algorithm is sensitive to the selection of the initial centroids and may converge to a local minimum of the criterion function value. A new algorithm for initialization of the K-means clustering ...