Publications: Jeatrakul, Piyasak
Journal Article
Jeatrakul, P., Wong, K.W. and Fung, C.C.
ORCID: 0000-0001-5182-3558
(2010)
Data cleaning for classification using misclassification analysis.
Journal of Advanced Computational Intelligence and Intelligent Informatics, 14
(3).
pp. 297-302.
Conference Paper
Jeatrakul, P. and Wong, K.W. (2012) Enhancing classification performance of multi-class imbalanced data using the OAA-DB algorithm. In: Annual International Joint Conference on Neural Networks, IJCNN 2012, 10 - 15 June, Brisbane, Australia pp. 1-8.
Jeatrakul, P., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558
(2010)
Classification of imbalanced data by combining the complementary neural network and SMOTE algorithm.
In: 17th International Conference on Neural Information Processing, ICONIP 2010, 22 - 25 November, Sydney
pp. 152-159.
Jeatrakul, P., Wong, K.W., Fung, C.C.ORCID: 0000-0001-5182-3558 and Takama, Y.
(2010)
Misclassification analysis for the class imbalance problem.
In: World Automation Congress, WAC 2010, 19 - 23 September, Kobe, Japan
Jeatrakul, P. and Wong, K.W. (2009) Comparing the performance of different neural networks for binary classification problems. In: 8th International Symposium on Natural Language Processing, SNLP '09, 20 - 22 Oct, Bangkok Thailand pp. 111-115.
Jeatrakul, P., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558
(2009)
Using misclassification analysis for data cleaning.
In: International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2009, 7 November, Tokyo, Japan
Thesis
Jeatrakul, Piyasak (2012) Enhancing classification performance over noise and imbalanced data problems. PhD thesis, Murdoch University.