F Thabtah - The Knowledge Engineering Review, 2007 - cambridge.org
Associative classification mining is a promising approach in data mining that utilizes the association rule discovery techniques to construct classification systems, also known as …
S Wedyan - International Journal of Industrial and Manufacturing …, 2014 - researchgate.net
Associative classification (AC) is a data mining approach that combines association rule and classification to build classification models (classifiers). AC has attracted a significant …
N Abdelhamid, A Ayesh, F Thabtah… - Journal of Information …, 2012 - World Scientific
Associative classification (AC) is a data mining approach that uses association rule discovery methods to build classification systems (classifiers). Several research studies …
F Thabtah, Q Mahmood, L McCluskey… - Journal of Information …, 2010 - World Scientific
Associative classification is a branch in data mining that employs association rule discovery methods in classification problems. In this paper, we introduce a novel data mining method …
applying the association rule into classification can improve the accuracy and obtain some valuable rules and information that cannot be captured by other classification approaches …
A novel algorithm, CorClass, that integrates association rule mining with classification, is presented. It first discovers all correlated association rules (adapting a technique by …
X Zhang, G Chen, Q Wei - Applied Intelligence, 2011 - Springer
Associative classification has aroused significant research attention in recent years due to its advantage in rule forms with satisfactory accuracy. However, the rules in associative …
Associative classification (AC) is an integration between association rules and classification tasks that aim to predict unseen samples. Several studies indicate that the AC algorithms …
F Thabtah, W Hadi, N Abdelhamid… - International Journal of …, 2011 - World Scientific
Associative classification (AC) is an important data mining approach which effectively integrates association rule mining and classification. Prediction of test data is a fundamental …