อาจารย์ประจำภาควิชาวิศวกรรมอุตสาหการ

ผู้ช่วยศาสตราจารย์ ดร. ธนกรณ์ แน่นหนา
Asst. Prof. Dr. Thanakorn Naenna
Email : thanakorn.nae@mahidol.ac.th

คุณวุฒิ (สาขาวิชา)
สถาบัน
Ph.D. (Engineering Science)
Rensselaer Polytechnic Institute, USA
M.Eng. (Operations Research and Statistics)
Rensselaer Polytechnic Institute, USA
M.S. (Manufacturing and Systems Engineering)
Rensselaer Polytechnic Institute, USA
วศ.บ. (วิศวกรรมอุตสาหการ)
มหาวิทยาลัยเกษตรศาสตร์


  1. Vichitkraivin P., Naenna T. Factors of healthcare robot adoption by medical staff in Thai government hospitals. Health and Technology (2021) 11:139–151
  2. Lancharoen S., Naenna T. Readiness assessment of information integration in a hospital using an analytic network process method for decision-making in a healthcare network. Int. J. of Engineering Business Management 2020: Vol.12 1-14
  3. Klintmalee Su., Naenna T. Application of a genetic algorithm for multi-item unventory lot-sizing with supplier selection under quantity discount and lead time. Int. J. operational Research 2020: Vol. 38, No. 3; 403-421
  4. Woarawichai C., Naenna T. Solving inventory lot-sizing with supplier selection under alternative quantity discounts and vehicle capacity. Int. J. Logistics Systems and Management 2018: Vol. 30, No.; 179-194
  5. Woarawichai C., Naenna T. Multi-product and multi-period inventory lot-sizing with supplier selection under quantity discount. International Journal of Services and Operations Management 2017: 28(2); 264-277
  6. Chanamool N., Naenna T. Fuzzy FMEA application to improve decision-making process in anemergency department. Applied Soft Computing 2016: 43; 441–453
  7. Jiamruangjarus P., Naenna T. An integrated multi-criteria decision-making methodology for conveyor system selection. Cogent Engineering  2016: 3; 1158515 
  8. Udomsin W., Srungboonmee K., Tantimongcolwat T., Naenna T., Srisarin A., Prachayasittikul V., Nantasenamat C. Prediction of agricultural gross domestic product in Thailand using data mining. Biomedical and Applied Technology Journal 2014: 2; 35-50
  9. Chomcahlao S., Naenna T. Influence of system traits and personal traits on the acceptance of e-goverment service. Information Technology Journal  2013; 12(5); 880-893.
  10. Nisakorn P., Naenna T. Factors affecting the adoption of  healthcare information technology. EXCLI Journal  2013; 12: 413-436.
  11. Kangwanariyakul Y, Nantasenamat C, Tantimongcolwat T, Naenna T. Data mining of magnetocardiograms for prediction of ischemic heart disease. EXCLI Journal 2010; 9:82-95.
  12. Worachartcheewan A, Nantasenamat C, Naenna T, Isarankura-Na-Ayudhya C, Prachayasittikul V. Modeling the activity of furin inhibitors using artificial neural network. European Journal of Medicinal Chemistry 2008;44(4):1664-73. (Impact factor 3.193)
  13. Thippakorn C, Suksrichavalit T, Nantasenamat C, Tantimongcolwat T, Isarankura-Na-Ayudhya C, Naenna T, Prachayasittikul V. Modeling the LPS neutralization activity of anti-endotoxins. Molecules 2009;14(5):1869-88. (Impact factor 1.988)
  14. Nantasenamat C, Isarankura-Na-Ayudhya C, Naenna T, Prachayasittikul V. A practical overview of quantitative structure-activity relationship. EXCLI Journal 2009; 8:74-88. (Impact factor 0.56)
  15. Tantimongcolwat T, Naenna T, Isarankura-Na-Ayudhya C, Embrechts MJ, Prachayasittikul V. Identification of ischemic heart disease via machine learning analysis on magneto cardiograms. Computers in Biology and Medicine 2008;38(7):817-25 (Impact factor 1.112)
  16. Nantasenamat C, Piacham T, Tantimongcolwat T, Naenna T, Isarankura-Na-Ayudhya C, Prachayasittikul V. QSAR model of the quorum-quenching N-acyl-homoserine lactone lactonase activity. Journal of Biological Systems 2008;16(2):279-93.
  17. Nantasenamat C, Isarankura-Na-Ayudhya C, Naenna T, Prachayasittikul V. Prediction of bond dissociation enthalpy of antioxidant phenols by support vector machine. Journal of Molecular Graphics and Modelling 2008;27(2):188-96. (Impact factor 2.033)
  18. Nantasenamat C, Isarankura-Na-Ayudhya C, Tansila N, Naenna T, Prachayasittikul V. Prediction of GFP spectral properties using artificial neural network. Journal of Computational Chemistry 2007;28(7):1275-89. (Impact factor 4.05)
  19. Nantasenamat C, Isarankura-Na-Ayudhya C, Naenna T, Prachayasittikul V. Quantitative structure-imprinting factor relationship of molecularly imprinted polymers. Biosensors and Bioelectronics 2007;22(12):3309-17. (Impact factor 5.397)
  20. Nantasenamat C, Tantimongcolwat T, Naenna T, Isarankura-Na-Ayudhya C, Prachayasittikul V. Prediction of selectivity index of pentachlorophenol-imprinted polymers. EXCLI Journal 2006; 5:150 - 163; (Impact factor 0.56)
  21. Nantasenamat, C., Naenna, T., Isarankura-Na-Ayudhya, C., Prachayasittikul, V., 2005. Recognition of DNA Splice Junction via Machine Learning Approaches. EXCLI Journal 4, 114-129. (Impact factor 0.56)
  22. Nantasenamat, C., Naenna, T., Isarankura Na Ayudhya, C., Prachayasittikul, V., 2005. Quantitative prediction of imprinting factor of molecularly imprinted polymers by artificial neural network. Journal of Computer-Aided Molecular Design 19(7), 509-524. (Impact factor 3.374)
  23. Naenna T, Wongwitdecha K. The design of XML application to support production information exchange in garment industry. Proceeding of the 16th International DAAAM Symposium; 2005 October 19-22nd; Opatija, Croatia. 256-257
  24. Naenna T, Dokkulab A. An information technology benchmarking study of logistics providers in Thailand. Proceeding of the 16th International DAAAM Symposium; 2005 October 19-22nd; Opatija, Croatia. 255-256
  25. Naenna T, Dokkulab A. The role of information technology of third-party logistics (3PLs) industry in Thailand. Proceeding of the 4th PSU-Engineering Conference; 2005 December 8-9th; Thailand. 69.
  26. Nantasenamat C, Tansila N, Naenna T, Isarankul Na Ayudhya C, Prachayasittikil V. The use of artificial neural network for the prediction of imprinting factor of molecularly imprinted polymer. Poster Presentation. 31st Congress on Science and Technology of Thailand (STT 2005): Science and Technology for Sustainable Development; 2005 October 18-20th; Suranaree University of Technology, Nakhon Ratchasima.
  27. Nantasenamat C, Naenna T, Isarankul Na Ayudhya C, Prachayasittikil V. Quantitative prediction of imprinting factor of molecularly imprinted polymers by artificial neural network. Poster Presentation (E08). Annual Scientific Presentation of the Faculty of Medical Technology; 2005. June 29th; Mahidol University
  28. Ekchaisiri P., Naenna T., Duangpan K., “The Role of IT to Enhance SCM in Software Industry in Thailand” Proceedings of International Conference on Engineering and Environment-ICEE-2005, Novi Sad, Yugoslavia, No. T8-1.6, pp. 1-6.
  29. Dokkularb A., Naenna T., Duangpan K., “The Study of Logistics Provider in Thailand: IT Perspective” Proceedings of International Conference on Engineering and Environment-ICEE-2005, Novi Sad, Yugoslavia, No. T8-1.9, pp. 1-6.
  30. Wongwitdecha K., Naenna T., “An Implementation of Using XML for Supply Chain Management in Garment Industry” Proceedings of International Conference on Engineering and Environment-ICEE-2005, Novi Sad, Yugoslavia, No. T3-1.1, pp. 1-4.
  31. Naenna T, M. Embrechts, B. Szymanski, K. Sternickel, “An Expert Systems for Cardiology Diagnosis in Health Care Systems” The Fifth Asia-Pacific Industrial Engineering and Management Systems Conference, Gold Coast, Australia, 2004.
  32. Naenna T, M. Embrechts, R. Bress, “Hybrid SOMs for Human DNA Exploration”, International Symposium on Biomedical Engineering, Bangkok, Thailand, 2004.
  33. Naenna T, “Data Mining for Gene Classification in Human DNA”, Proc. The Fifth Princess Chulabhorn International Science Congress (PC-V), Bangkok, 2004.
  34. P. Ekchaisiri, Naenna T, “The Role of Information Technology to Enhance Supply Chain Management in Thailand” 13th IE Network Conference, Chiang mai, 2004.
  35. Naenna T, M. Embrechts, R. Bress, “Hybrid SOMs for Human DNA Exploration”, International Symposium on Biomedical Engineering, Bangkok, Thailand, 2004.
  36. Naenna T, M. Embrechts, B. Szymanski, K. Sternickel, “Magnetocardiogram Pattern Recognition Using Self-Organizing Maps”, International Symposium on Biomedical Engineering, Bangkok, Thailand, 2004.
  37. Naenna T, M. Embrechts, B. Szymanski, K. Sternickel, “An Expert Systems for Cardiology Diagnosis in Health Care Systems” The Fifth Asia-Pacific Industrial Engineering and Management Systems Conference, Gold Coast, Australia, 2004.
  38. Naenna T, M. Embrechts, R. Bress, “A Modified Kohonen Network for DNA Splice Junction Classification” IEEE TENCON 2004, Chaing Mai, 2004.
  39. Naenna T, M. Embrechts, B. Szymanski, K. Sternickel, “Automated Magnetocardiogram Classifications with Self Organizing Maps” IEEE TENCON 2004, Chaing Mai, 2004.
  40. Embrechts, M.J., Bress, R., Naenna, T. The direct-kernel self-organizing map (DK-SOM) (2003) Intelligent Engineering Systems Through Artificial Neural Networks, 13, pp. 1019-1024.
  41. M. Embrechts, Naenna T, R. Bress, “The Direct-Kernel Self-Organizing Map (DK-SOM)” Proc. Artificial Neural Networks in Engineering (ANNIE), St. Louis MO, November 2003.
  42. Naenna T, R. Bress, M. Embrechts, “DNA Classifications with Self-Organizing Maps (SOMs)” Proc. IEEE International Workshop on Soft Computing in Industrial Applications, Binghamton NY, June 2003.
  43. M. Embrechts, B. Szymanski, K. Sternickel, Naenna T, R. Bragaspathi, “Use of Machine Learning for Classification of Magnetocardiograms” Proc. IEEE Conference on System, Man and Cybernetics, Washington DC, October 2003, pp. 1400-1405.