Publications: Kajornrit, Jesada

Journal Article

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2016) An interpretable fuzzy monthly rainfall spatial interpolation system for the construction of aerial rainfall maps. Soft Computing, 20 (12). pp. 4631-4643.

Wanapu, S., Fung, C.C.ORCID: 0000-0001-5182-3558, Kajornrit, J., Niwattanakul, S. and Chamnongsri, N. (2014) Selecting feature grouping and decision tree to improve results from the Learning Object Management Model (LOMM). Journal of Convergence Information Technology, 9 (3). pp. 131-142.

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2011) Estimation of missing rainfall data in northeast region of Thailand using spatial interpolation methods. Australian Journal of Intelligent Information Processing Systems, 13 (1).

Conference Paper

Kajornrit, J., Wong, K.W., Fung, C.C.ORCID: 0000-0001-5182-3558 and Ong, Y.S. (2014) An integrated intelligent technique for monthly rainfall time series prediction. In: 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 6 - 11 July 2014, Beijing, China

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2013) A modular technique for monthly rainfall time series prediction. In: Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, CIDUE 2013, 16 - 19 April, Singapore pp. 76-83.

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2012) Estimation of missing precipitation records using modular artificial neural networks. In: 19th International Conference on Neural Information Processing (ICONIP2012), 12 - 15 November, Doha, Qatar

Kajornrit, J. (2012) Monthly rainfall time series prediction using modular fuzzy inference system with nonlinear optimization techniques. In: Postgraduate Electrical Engineering and Computing Symposium, Perth, Western Australia

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2012) Rainfall prediction in the northeast region of Thailand using Cooperative Neuro-Fuzzy Technique. In: 8th International Conference on Computing and Information Technology, 9 - 10 May, Pattaya City, Thailand pp. 24-29.

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2012) Rainfall prediction in the northeast region of Thailand using Modular Fuzzy Inference System. In: IEEE International Conference on Fuzzy Systems, FUZZ 2012, 10 - 15 June, Brisbane, Australia pp. 1-6.

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2012) A comparative analysis of soft computing techniques used to estimate missing precipitation records. In: International Telecommunications Society 19th Biennial Conference, ITS 2012, 18 - 21 November, Bangkok, Thailand

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2011) Estimation of missing rainfall data in northeast region of Thailand using kriging methods: A comparison study. In: International Workshop on Bio-inspired Computing for Intelligent, Environments and Logistic Systems, March, Canberra, Australia

Kongsakun, K. and Kajornrit, J. (2009) Understanding student relationship management and its effects on university students. In: Tenth Postgraduate Electrical Engineering & Computing Symposium (PEECS 2009), 1 October, Perth, Western Australia

Book Chapter

Wanapu, S., Fung, C.C.ORCID: 0000-0001-5182-3558, Kajornrit, J., Niwattanakula, S. and Chamnongsria, N. (2014) Improving Performance of Decision Trees for Recommendation Systems by Features Grouping Method. In: Boonkrong, S., Unger, H. and Meesad, P., (eds.) Recent Advances in Information and Communication Technology. Springer International Publishing, Switzerland, pp. 223-232.

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2014) A modular spatial interpolation technique for monthly rainfall prediction in the Northeast region of Thailand. In: Boonkrong, S., Unger, H. and Meesad, P., (eds.) Recent Advances in Information and Communication Technology. Springer International Publishing, Switzerland, pp. 53-62.

Kajornrit, J., Wong, K.W. and Fung, C.C.ORCID: 0000-0001-5182-3558 (2013) An integrated intelligent technique for monthly rainfall spatial interpolation in the Northeast region of Thailand. In: Lee, M., Hirose, A., Hou, Z-G and Kil, R.M., (eds.) Neural Information Processing: 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part II. Springer Berlin Heidelberg, pp. 384-391.

Thesis

Kajornrit, Jesada (2014) Interpretable fuzzy systems for monthly rainfall spatial interpolation and time series prediction. PhD thesis, Murdoch University.