Publications

Papers

• Mahdi, M.A., Hosny, K.M. and Elhenawy, I., 2022. FR-Tree: A novel rare association rule for big data problem. Expert Systems with Applications, 187, p.115898.

• Mahdi, M.A., Hosny, K.M. and Elhenawy, I., 2021. Scalable Clustering Algorithms for Big data: A Review. IEEE Access.

• Mahdi, M. A., Abdelrahman, S.E. and Bahgat, R., 2018. A high-performing similarity measure for categorical dataset with sf-tree clustering algorithm. International Journal of Advanced Computer Science and Applications, 9(5), pp.496-509.

• Mahdi, M., Abdelrahman, S., Bahgat, R. and Ismail, I., 2017. F-tree: an algorithm for clustering transactional data using frequency tree. arXiv preprint arXiv:1705.00761.

• Bahgat, R., Mahdi, M.A., Abdel-Rahman, S.E. and Ismail, I.A., 2012, October. Frequency tree for clustering categorical data with similarity measure based on items' weights. In Qatar Foundation Annual Research Forum Volume 2012 Issue 1 (Vol. 2012, No. 1, p. AESNP4). Hamad bin Khalifa University Press (HBKU Press).