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      BH-centroids: A New Efficient Clustering Algorithm

      Elfarra, Belal K; EL Khateeb, Tayseer J; Ashour, Wesam M. (Science and Engineering Research Support Society, 2013)
      The k-means algorithm is one of most widely used method for discovering clusters in data; however one of the main disadvantages to k-means is the fact that you must specify the number of clusters as an input to the algorithm. ...
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      Text Classification for Arabic Words Using Rep-Tree

      Naji, Hamza A.; Ashour, Wesam M. (103-110, 2016)
      The amount of text data mining in the world and in our life seems ever increasing and there’s no end to it. The concept (Text Data Mining) defined as the process of deriving high-quality information from text. It has been ...