Publications: Mohammed, Rafiq
2020
Mohammed, Rafiq A. (2020) Classification of imbalanced data streams with an adaptive window re-balancing with retaining knowledge framework. PhD thesis, Murdoch University.
Mohammed, R.A., Wong, K.W., Shiratuddin, M.F. and Wang, X.
ORCID: 0000-0002-1557-8265
(2020)
Classification of multi-class imbalanced data streams using a dynamic data-balancing technique.
In: Yang, H., Pasupa, K., Chi-Sing Leung, A., Kwok, J.T., Chan, J.H. and King, I., (eds.)
Neural Information Processing.
Springer, Cham, pp. 279-290.
Mohammed, R.A., Wong, K.W., Shiratuddin, M.F. and Wang, X.ORCID: 0000-0002-1557-8265
(2020)
PWIDB: A framework for learning to classify imbalanced data streams with incremental data re-balancing technique.
Procedia Computer Science, 176
.
pp. 818-827.
2018
Mohammed, R.A., Wong, K.W., Shiratuddin, M.F. and Wang, X.ORCID: 0000-0002-1557-8265
(2018)
Scalable machine learning techniques for Highly Imbalanced Credit Card Fraud Detection: A Comparative Study.
In:
PRICAI 2018: Trends in Artificial Intelligence.
Springer, pp. 237-246.