::Publications::

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• Palwisut, P., Junkorn, A., & Rodjan, M. (2024). Development of a Risk Predictive Model for Heart Attack in the Elderly Using Data Mining Technique. SciTech Research Journal, 7(3), 39–54. https://ph02.tci-thaijo.org/index.php/jstrmu/article/view/253292

• Junkorn, A., Thammasang, R., & Palwisut, P. (2024). Digital Platform Development for Local Freshwater Aquaculture Businesses. Rajamangala University of Technology Srivijaya Research Journal, 16(3), 703–715.  https://li01.tci-thaijo.org/index.php/rmutsvrj/article/view/257815

• Palwisut, P., Junkorn, A., Rodjan, M., & Rattanasiriwat, P. (2023). Improving Performance of Rule-Based Predictive Models Using Ensemble Learning Technique for Predicting Graduates' Employability. Huachiew Chalermprakiet University Journal of Science and Technology, 9(2), 52–63. https://ph02.tci-thaijo.org/index.php/scihcu/article/view/249953

• Palwisut, P. (2023). A Risk Prediction Model of Road Accidents During Long Holiday in Thailand Using Ensemble Learning with Decision Tree Approach. Suan Sunandha Science and Technology Journal, 10(2), 213–221. https://li02.tci-thaijo.org/index.php/ssstj/article/view/499/376

• Palwisut, P., Junkorn, A., Rodjan, M., & Pienchob, P. (2023). Graduates' Employability Prediction through Rule-Based Classification Techniques with SMOTE in Imbalanced Data Sets. EAU Heritage Journal Science and Technology, 18(1), 144–159. https://he01.tci-thaijo.org/index.php/EAUHJSci/article/view/264157

• Rodjan, M., Palwisut, P., Junkorn, A., & Wichaidit, S. (2023). Development of an Internship Management Platform for Cooperation between
  Educational Institutions and Establishments Using Responsive Websites. Maejo Journal of Information Technology and Innovation, 10(2), 73–91. https://mitij.mju.ac.th/Search_Detail_Journal_Current_Edition_MJU.aspx?Article_ID=0167.php/mjiti/article/view/264852

• Muangnoi, P., Plapol, J., & Palwisut, P. (2021). Model for Assessing the Risk of Depression of Students with Data Mining Techniques. Journal of Information Technology Applied, 7(1), 54–63. https://ph02.tci-thaijo.org/index.php/project-journal/article/view/242196

• Thaikheaw, S., & Palwisut, P. (2021).  Development of an Investigating Exercise Behavior Model of Students using Apriori Algorithm. RMUTK Research Journal, 15(1), 31–44. https://ph02.tci-thaijo.org/index.php/rmutk/article/view/242190

• Palwisut, P., Junkorn, A., & Rodjan, M. (2020). Saltwater Intrusion Forecast System for Thachin River using Multilayer Perceptron Neural Network. Journal of Information Technology, 16(1), 60–68. https://ph01.tci-thaijo.org/index.php/IT_Journal/article/view/241563

• Palwisut, P., Junkorn, A., Rodjan, M., & Muangpool, T. (2020). The Development of Local Economy Data Analytical System for Support Decision Making using Data Mining Techniques. Rajabhat Maha Sarakham University Journal of Technology Management, 7(2), 72–83. https://ph02.tci-thaijo.org/index.php/itm-journal/article/view/241717

• Junkorn, A., Palwisut, P., & Rodjan, M. (2020). The Development of Decision Support Systems for Transporting Agricultural Produce to the Local Market Using Genetic Algorithm. Journal of Applied Information Technology, 6(1), 29–37. https://ph02.tci-thaijo.org/index.php/project-journal/article/view/240339

• Junkorn, A., Palwisut, P., Rodjan, M., & Muangpool, T. (2020). The Development of E-local Labor Market Application by ISO 9241-151. Journal of Applied Information Technology, 6(2), 40–48. https://ph02.tci-thaijo.org/index.php/project-journal/article/view/241786

• Ammaruekarat, P., & Meesad, P. (2012). A multi-objective memetic algorithm based on chaos optimization. Applied Mechanics and Materials, 130-134, 725–729. https://doi.org/10.4028/www.scientific.net/AMM.130-134.725

• Ammaruekarat, P., & Meesad, P. (2012). Multi-objective chaos memetic algorithm for DTLZ problems. Advanced Materials Research, 403-408, 3676–3681. https://doi.org/10.4028/www.scientific.net/AMR.403-408.3676