Now showing items 1-4 of 4

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      A comparative study on Arabic text classification

      El-Halees, Alaa M. (2008)
      This paper focuses on Automatic Arabic classifications. Arabic language is highly inflectional and derivational language which makes text mining a complex task. In classifying Arabic text, there are many published experimental ...
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      Arabic Text Classification Using Maximum Entropy

      El-Halees, Alaa M. (الجامعة الإسلامية - غزة, 2007)
      In organizations, a large amount of information exists in text documents. Therefore, it is important to use text mining to discover knowledge from these unstructured data. Automatic text classification considered as one ...
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      Filtering Spam E-Mail from Mixed Arabic and English Messages: A Comparison of Machine Learning Techniques.

      El-Halees, Alaa M. (2009)
      Spam is one of the main problems in emails communications. As the volume of non-english language spam increases, little work is done in this area. For example, in Arab world users receive spam written mostly in arabic, ...
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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 ...