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Name in Thai : อาจารย์ ดร.ปิยะศักดิ์ เจียตระกูล

Name in English : Aj.Dr.Piyasak Jeatralul

Position : Lecturer

Tel : 053-91-6755

Room : 310

E-mail : piyasak.jea@mfu.ac.th

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ประวัติ :

Brief Biographical History:

2012- Received Ph.D. in Information Technology, Murdoch University, Australia

2009- Received Postgraduate Diploma in Information Technology, Murdoch University, Australia

1999- Received M.B.A. Degree from National Institute of Development Administration (NIDA), Thailand

1996- Received B.Eng.(Computer Engineering) Degree from King Mongkut’s Institute of Technology Ladkrabang (KMITL), Thailand

Areas of Interest:

Artificial Intelligence, Data mining, Machine learning, Neural Network, Financial Forecasting

List of Publications

S. Boonpeng and P. Jeatrakul, ” Stock investment using multi-binary neural network technique ” in The International Conference on Digital Arts, Media and Technology (ICDAMT), Chiang Rai, Thailand, 2016.

S. Boonpeng and P. Jeatrakul, “Decision support system for investing in stock market by using OAA-Neural Network,” in The Eighth International Conference on Advanced Computational Intelligence (ICACI2016), Chiang Mai, Thailand, 2016,pp 1-6.

S. Boonpeng and P. Jeatrakul, “Enhance the performance of neural networks for stock market prediction: an analytical study,” in the Ninth International Conference on Digital Information Management (ICDIM 2014), Bangkok, Thailand, 2014, pp. 1-6.

P. Jeatrakul and K. W. Wong, “Enhancing classification performance of multi-class imbalanced data using the OAA-DB algorithm,” in IEEE World Congress on Computational Intelligence (WCCI 2012), Brisbane, Australia, 2012, pp. 633-640.

P. Jeatrakul, K. W. Wong, and C. C. Fung, “Data cleaning for classification using misclassification analysis,” Journal of Advanced Computational Intelligence and Intelligent Informatics, vol. 14, no. 3, pp. 297-302, 2010.

P. Jeatrakul, K. W. Wong, and C. C. Fung, “Classification of imbalanced data by combining the complementary neural network and SMOTE algorithm,” Lecture Notes in Computer Science, Springer Verlag, LNCS 6444, Issue Part 2, 2010, pp. 152-159.

P. Jeatrakul, K. W. Wong, C. C. Fung, and Y. Takama, “Misclassification analysis for the class imbalance problem,” in World Automation Congress (WAC 2010), Kobe, Japan, 2010, pp. 1-6.

P. Jeatrakul, K. W. Wong, and C. C. Fung, “Using misclassification analysis for data cleaning,” in Proceedings of International Workshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII 2009), Tokyo, Japan, 2009, pp. PM-11.

P. Jeatrakul and K. W. Wong, “Enhance the performance of complementary neural network using misclassification analysis,” in Proceedings of the Tenth Postgraduate Electrical Engineering and Computing Symposium (PEECS 2009), Perth, Australia, 2009.

P. Jeatrakul and K. W. Wong, “Comparing the performance of different neural networks for binary classification problems,” in Proceedings of the Eighth International Symposium on Natural Language Processing (SNLP 2009) Bangkok, Thailand, 2009, pp. 111-115.

 

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Post Author: Aj.Dr.Piyasak Jeatralul