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    Browsing School of Computer Science and Informatics by Author "Qabajeh, Issa"

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      • A Classification Rules Mining Method based on Dynamic Rules' Frequency 

        Qabajeh, Issa; Chiclana, Francisco; Thabtah, Fadi (Conference)
        Rule based classification or rule induction (RI) in data mining is an approach that normally generates classifiers containing simple yet effective rules. Most RI algorithms suffer from few drawbacks mainly related to rule ...
      • Constrained Dynamic Rule Induction Learning 

        Thabtah, Fadi; Qabajeh, Issa; Chiclana, Francisco (Article)
        One of the known classification approaches in data mining is rule induction (RI). RI algorithms such as PRISM usually produce If-Then classifiers, which have a comparable predictive performance to other traditional ...
      • A dynamic rule-induction method for classification in data mining 

        Qabajeh, Issa; Thabtaha, Fadi; Chiclana, Francisco (Article)
        Rule induction (RI) produces classifiers containing simple yet effective ‘If–Then' rules for decision makers. RI algorithms normally based on PRISM suffer from a few drawbacks mainly related to rule pruning and rule-sharing ...
      • An Experimental Study for Assessing Email Classification Attributes Using Feature Selection Methods 

        Qabajeh, Issa; Thabtah, Fadi (Article)
      • A recent review of conventional vs. automated cybersecurity anti-phishing techniques 

        Qabajeh, Issa; Thabtah, Fadi; Chiclana, Francisco (Article)
        "In the era of electronic and mobile commerce, massive numbers of financial transactions are conducted online on daily basis, which created potential fraudulent opportunities. A common fraudulent activity that involves ...

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