Publications: Pruengkarn, Ratchakoon
2018
Pruengkarn, Ratchakoon (2018) Enhancing classification performance by handling noise and imbalanced data with fuzzy classification techniques. PhD thesis, Murdoch University.
Nugaliyadde, A., Pruengkarn, R. and Wong, K.W. (2018) The fuzzy misclassification analysis with deep neural network for handling class noise problem. In: International Conference on Neural Information Processing (ICONIP) 2018, 13 - 16 December 2018, Siem Reap, Cambodia
2017
Pruengkarn, R., Wong, K.W. and Fung, C.C.
ORCID: 0000-0001-5182-3558
(2017)
Imbalanced data classification using complementary fuzzy support vector machine techniques and SMOTE.
In: IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2017, 5 - 8 October 2017, Banff, AB, Canada
Pruengkarn, R., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558
(2017)
Multiclass Imbalanced Classification Using Fuzzy C-Mean and SMOTE with Fuzzy Support Vector Machine.
Lecture Notes in Computer Science, 10638
.
pp. 67-75.
Pruengkarn, R., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558
(2017)
A review of data mining techniques and applications.
Journal of Advanced Computational Intelligence and Intelligent Informatics, 21
(1).
pp. 31-48.