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      Design and evaluation of a parallel classifier for large-scale Arabic text

      Abu Tair, Mohammed M; Baraka, Rebhi S. (Foundation of Computer Science, 2013)
      Text classification has become one of the most important techniques in text mining. A number of machine learning algorithms have been introduced to deal with automatic text classification. One of the common classification ...
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      Initializing k-means clustering algorithm using statistical information

      Eltibi, Mohammad F; Ashour, Wesam M. (International Journal of Computer Applications, 244 5 th Avenue,# 1526, New York, NY 10001, USA India, 2011)
      K-means clustering algorithm is one of the best known algorithms used in clustering; nevertheless it has many disadvantages as it may converge to a local optimum, depending on its random initialization of prototypes. We ...