Publications: Jeatrakul, Piyasak

Journal Article

Jeatrakul, P., Wong, K.W. and Fung, C.C. (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. (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. 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. (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.