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 ... -
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 ...