Publications: Pruengkarn, Ratchakoon
Journal Article
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.
Conference Paper
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
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
Thesis
Pruengkarn, Ratchakoon (2018) Enhancing classification performance by handling noise and imbalanced data with fuzzy classification techniques. PhD thesis, Murdoch University.