Bootstrap

PSU Trang Expert Database System

Prince of Songkla University, Trang Campus
ผู้ช่วยศาสตราจารย์ ดร.บุญจิรา มากอ้น

Asst. Prof. Dr. Bunjira Makond

Position
Assistant Professor
Department
B.B.A. (Digital Business)
E-mail
bunjira.m@psu.ac.th
Phone number
+66-75-201700 ext. 52728
Educational Background
Ph.D. Doctor of Philosophy [Industrial Management] , National Tiaiwan University of Science and Technology
Work Experience
Publications:
(1)	Wang, K.-J., Makond, B., Liu, S.Y. (2011).  Location and allocation decisions in a two-echelon supply chain with stochastic demand–A genetic-algorithm based solution, Expert Systems with Applications, 38(5), 6125-6131.
(2)	Wang, K.-M., Makond, B., Wu, W.-L, Wang, K.J., Lin, Y.S. (2012). Optimal data mining method for predicting breast cancer survivability, International Journal of Innovative Management, Information & Production, 4(2), 28-33. 
(3)	Wang, K.-J., Makond, B., & Wang, K.-M. (2013). An improved survivability prognosis of breast cancer by using sampling and feature selection technique to solve imbalanced patient classification data, BMC medical informatics and decision making, 13(124),1-14.
(4)	Wang, K.-J., Makond, B., Chen, K.-H., & Wang, K.-M. (2014). A hybrid combining SMOTE with PSO to estimate 5-year survivability of breast cancer patients, Applied Soft Computing Journal, 20, 15-24. 
(5)	Wang, K.-J., Makond, B. & Wang, K.-M. (2014). Modeling and predicting the occurrence of brain metastasis from lung cancer by Bayesian network: A case study of Taiwan, Comput. Biol. Med., 47, 147-160. 
(6)	Makond, B., Wang, K.-J., & Wang, K.-M. (2015). Probabilistic modeling of short survivability in patients with brain metastasis from lung cancer, Computer Methods and Programs in Biomedicine, 119(3):142-62
(7)	Makond, B. (2018). A comparison of statistical techniques in predicting violent outcomes in Thailand’s deep South. Kasem  Bundit  Journal, 19, 284-300.
(8)	Makond, B. &  Eso, M. (2019). Predictive Models for Classifying the Outcomes of Violence: Case Study for Thailand’s Deep South, Advances in Decision Sciences, 23(3), 1-36.
(9)	Wang, K-M, Wang, K-J, & Makond, B. (2020). Survivability modelling using Bayesian network for patients with first and secondary primary cancers, Computer Methods and Programs in Biomedicine, 196, 1-10.
Experienced Fields
                        Reviewer 
-Journal of Biomedical Informatics 
-Computers in Biology and Medicine
-Journal for Global Business Advancement 
-Thailand Statistician 
Editor of Asian Journal of Technology Management
Interested Fields
                        Statistics, Data analytics, Data Science
บทความวิจัยที่ตีพิมพ์ในวารสารวิชาการ (Publications)
2023
การรับรู้เกี่ยวกับประกันภัยโควิด-19 ของธุรกิจประกันวินาศภั
2023
Decision Tree Modeling for Osteoporosis Screening in Postmenopausal Thai Women
2023
A Decision Model to Predict the Selection of Education Streams – A Case Study for Trang Province, Thailand
2023
Machine learning’s performance in classifying postmenopausal osteoporosis Thai patients
2022
Benchmarking prognosis methods for survivability – A case study for patients with contingent primary cancers
2022
Benchmarking prognosis methods for survivability – A case study for patients with contingent primary cancers
2021
Survivability modelling using Bayesian network for patients with ?rst and secondary primary cancers
2021
Survivability modelling using Bayesian network for patients with ?rst and secondary primary cancers
2020
Predictive Models for Classifying the Outcomes of Violence: Case Study for Thailand’s Deep South
2020
Predictive Models for Classifying the Outcomes of Violence: Case Study for Thailand’s Deep South
2018
A comparison of statistical techniques in predicting violent outcomes in Thailand’s deep South
ผลงานวิจัยที่นำเสนอในที่ประชุมวิชาการ (Proceedings)
2024
การจัดการเรียนการสอนแบบบูรณาการสหวิทยาการเพื่อพัฒนาทักษะการคิดขั้นสูงและสมรรถนะของนักศึกษา
2021
USING A DECISION TREE FOR STUDENTS' DECISION MAKING IN EDUCATION STREAMS
2021
ปัจจัยที่มีผลต่อการตัดสินใจซื้อประกันภัยรถยนต์ภาคสมัครใจของผู้บริโภคในจังหวัดตรัง
2019
Data mining for knowledge extraction from violent incidents in Thailand’s deep South
2019
Data mining for knowledge extraction from violent incidents in Thailand’s deep South
Others
2020

Wang, K-M, Wang, K-J, & Makond, B. (2020). Survivability modelling using Bayesian network for patients with first and secondary primary cancers, Computer Methods and Programs in Biomedicine, 196, 1-10.