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      Efficient data clustering algorithms: Improvements over Kmeans

      Abubaker, Mohamed; Ashour, Wesam M. (Modern Education and Computer Science Press, 2013)
      This paper presents a new approach to overcome one of the most known disadvantages of the well-known Kmeans clustering algorithm. The problems of classical Kmeans are such as the problem of random initialization of prototypes ...