บุคลากรคณะวิทยาศาสตร์
Help Center
ต้องการปรับปรุงข้อมูลบุคลากร ติดต่องานบริหารทรัพยากรมนุษย์ (8015) (siriporn.t@psu.ac.th)
ต้องการปรับปรุงข้อมูล Publication ติดต่องานสนับสนุนการวิจัย (8079) (thanapat.s@psu.ac.th)
รศ.ดร.
ธรรมรัตน์ พนิชยากุล
รองศาสตราจารย์
- thammarat.p@psu.ac.th
- 8013
- สถิติ
- สาขาวิทยาศาสตร์การคำนวณ
- เครือข่ายวิจัย
- หน่วยวิจัยพีชคณิตและการประยุกต์

ประวัติการศึกษา
ปีที่สำเร็จการศึกษา
วุฒิการศึกษา
ประเทศ
2555
ปร.ด. (สถิติ(หลักสูตรนานาชาติ)) มหาวิทยาลัยธรรมศาสตร์
ไทย
2549
วท.ม. (สถิติประยุกต์) สถาบันบัณฑิตพัฒนบริหารศาสตร
ไทย
2544
วท.บ. (สถิติ) มหาวิทยาลัยธรรมศาสตร์
ไทย
สาขาเชี่ยวชาญ / สาขาที่สนใจ
สถิติ
Publication
ฐานข้อมูล Scopus
Author ID: 57194215909
1
2025. Applications of Neutrosophic N-Structures in Ternary Semirings: A Study on Neutrosophic Ternary N-Subsemirings. International Journal of Neutrosophic Science 26(2): 120-131. (cited 0 times)
2
2024. Modified Intuitionistic Quantum Fuzzy Operators for Binary Optimization Problems. International Journal of Analysis and Applications 22 (cited 0 times)
3
2024. Hybrid recommender system model for digital library from multiple online publishers. F1000research 12 (cited 1 times)
4
2024. Application of Deep Belief Network in Weather Modeling: PM2.5 Concentration in Thailand. International Journal of Analysis and Applications 22 (cited 1 times)
5
2023. A conceptual framework for agricultural management system of pineapple farming to support smart farmers in Thailand. Proceedings of SPIE the International Society for Optical Engineering 12924 (cited 2 times)
6
2023. An Application of Six Sigma for Optimality of Medium Density Fiberboard Production. International Journal of Analysis and Applications 21 (cited 2 times)
7
2022. Image encryption using quantum spinning and trigonometric chaotic map. Songklanakarin Journal of Science and Technology 44(4): 1000-1007. (cited 0 times)
8
2022. Classification models for employability of statistics and related fields graduates from Thailand universities. International Journal of Mathematics and Computer Science 17(1): 365-375. (cited 1 times)
9
2022. Testing the Difference of Means of Populations With Respect to Intuitionistic Fuzzy Sets. International Journal of Analysis and Applications 20 (cited 0 times)
10
2022. An RGB Color Image Double Encryption Scheme. International Journal of Mathematics and Computer Science 17(1): 183-194. (cited 1 times)
Content provided by Scopus.
Publication
ฐานข้อมูลคณะวิทยาศาสตร์
1
Atsawachanakan, S., Panityakul, T., & Wanishsakpong, W. (2024). Application of Deep Belief Network in Weather Modeling: PM2.5 Concentration in Thailand. International Journal Of Analysis And Applications, 22, -.
2
Panityakul, T., & Chinram, R. (2024). Modified Intuitionistic Quantum Fuzzy Operators for Binary Optimization Problems (ESCI). International Journal Of Analysis And Applications, 22, Article number 24.
3
Jitsamruay, S., Chinram, R., Poolyarat, K., & Panityakul, T. (2023). An Application of Six Sigma for Optimality of Medium Density Fiberboard Production (ESCI). International Journal Of Analysis And Applications, 21, Article number 22.
4
Iwsakul, S., Urawong, K., Panityakul, T., Chinram, R., & Singavananda, P. (2022). Testing the Difference of Means of Populations With Respect to Intuitionistic Fuzzy Sets (ESCI). International Journal Of Analysis And Applications, 20, Article number 70.
5
Sirikantisophon, K., Bano, M., & Panityakul, T. (2022). Image encryption using quantum spinning and trigonometric chaotic map. Songklanakarin Journal Of Science And Technology
, 44(4), 1000 - 1007.
6
Ali, Z., Mahmood, T., & Panityakul, T. (2022). Power Bonferroni mean operators under complex pythagorean fuzzy settings and their applications in decision-making problems (SCIE). Journal Of Intelligent And Fuzzy Systems, 43(1), 1103 - 1121.
7
Mahmood, T., -, I., Ali, Z., & Panityakul, T. (2022). A method to multi-attribute decision making problems by using heronian mean operators based on linear diophantine uncertain linguistic settings (SCIE). Journal Of Intelligent And Fuzzy Systems, 42(6), 5291 - 5319.
8
Chantraket, P., Kirtsaeng, S., Chaotamonsak, C., Chantara, S., Nakapan, S., & Panityakul, T. (2022). Radar-Based Rainfall Estimation of Landfalling Tropical Storm “PABUK” 2019 over Southern Thailand (SCIE). Mathematical Problems In Engineering, 2022, Article number 9968329.
9
Panityakul, T., Bano, M., Shah, T., & Prangchumpol, D. (2022). An RGB Color Image Double Encryption Scheme (ESCI). International Journal Of Mathematics And Computer Science, 17(1), 183 - 194.
10
Panityakul, T., Suriyaamorn, W., Chinram, R., & Kongchouy, N. (2022). Classification models for employability of statistics and related fields graduates from Thailand universities (ESCI). International Journal Of Mathematics And Computer Science, 17(1), 365-375.
11
Panityakul, T., Mahmood, T., Ali, Z., & Aslam, M. (2021). Analyzing and controlling computer security threats based on complex q-rung orthopair fuzzy heronian mean operators (SCIE). Journal Of Intelligent And Fuzzy Systems, 41(6), 6949 - 6981.
12
Salahuddin, N., Khalil, A., Mashwani, W., Shah, H., Jomsri, P., & Panityakul, T. (2021). A Novel Generalized Family of Distributions for Engineering and Life Sciences Data Applications (SCIE). Pharmacognosy Research, 2021, Article ID 9949999 (1-16).
13
Panityakul, T., Khwanmuang, P., Chinram, R., & Jomsri, P. (2021). HIGH PERFORMANCE APPROACH FOR WATER LEVEL FORECASTING IN YOM RIVER BASIN OF THAILAND. Journal Of Mathematical And Computational Science, 11(3), 3102-3129.
14
Nualtong, K., Panityakul, T., Khwanmuang, P., Chinram, R., & Kirtsaeng, S. (2021). A Hybrid Seasonal Box Jenkins-ANN Approach for Water Level Forecasting in Thailand. Environment And Ecology Research, 9(3), 93-106.
15
Thinnukool, O., Panityakul, T., & Bano, M. (2021). Double Encryption Using Trigonometric Chaotic Map and XOR of an Image (SCIE). Computers, Materials And Continua, 69(3), Artcle No.019153.
16
Panityakul, T., Chinram, R., & Wanishsakpong, W. (2021). Efficiency proportion estimations for thai people infected coronavirus 2019 (COVID-19) in Thailand by jackknifing method and bootstrapping method (ESCI). Communications In Mathematical Biology And Neuroscience, 2021(2021), Article number 65.
17
Nualtong, K., Chinram, R., Khwanmuang, P., Kirtsaeng, S., & Panityakul, T. (2021). An efficiency dynamic seasonal regression forecasting technique for high variation of water level in Yom River Basin of Thailand (ESCI). Aims Environmental Science, 8(4), 283-303.
18
Yodpibul, P., Panityakul, T., & Kongchouy, N. (2021). A NOVEL APPROACH FOR HIGH-PERFORMANCE HEAT INDEX FORECASTING FOR THE HOTTEST REGION IN THAILAND. Journal Of Mathematical And Computational Science, 11(4), 4841-4862.
19
Thaithanan, J., Wanishsakpong, W., Panityakul, T., & Prangchumpol, D. (2021). The Efficiency of Ridge Estimations for Multicollinearity Multiple Linear Regression: A Monte-Carlo Simulation-Based Study (ESCI). International Journal Of Mathematics And Computer Science, 16(4), 1721 - 1727.
20
Lakhan, A., Mohammed, M., Rashid, A., Kadry, S., Panityakul, T., Abdulkareem, K., & Thinnukool, O. (2021). Smart-Contract Aware Ethereum and Client-Fog-Cloud Healthcare System (SCIE). Sensors, 21(12), Article number 4093.
21
Ur Rehman, U., Mahmood, T., Ali, Z., & Panityakul, T. (2021). A Novel Approach of Complex Dual Hesitant Fuzzy Sets and Their Applications in Pattern Recognition and Medical Diagnosis (SCIE). Journal Of Mathematics, 2021, Article number 6611782.
22
Khwanmuang, P., Chinram, R., & Panityakul, T. (2020). The Hydrological and water level data in Yom River Basin of Thailand. Journal Of Mathematical And Computational Science, 10(6), 3026 - 3047.
23
Bano, M., Abdullah, S., Shah, T., Panityakul, T., & Chinram, R. (2020). An extended image encryption with markov processes in solutions images dynamical system of non-linear differential equations. Journal Of Mathematical And Computational Science, 10(6), 2191-2207.
24
Chinram, R., & Panityakul, T. (2020). Rough Pythagorean fuzzy ideals in ternary semigroups. Journal Of Mathematics And Computer Science, 20, 302-312.
25
Baupradist, S., Panityakul, T., & Chinram, R. (2019). Left and right magnifying elements in semigroups of linear transformations with restricted range. International Journal Of Mathematics Andcomputer Science, 14(1), 1-8.
26
Balit, T., Asae, A., Boonyoung, P., Chanchula, K., Hiranphan, P., Panityakul, T., & Radenahmad, N. (2018). Optimal doses and neuroprotective effects of prolonged treatment with young coconut juice in orchidectomized rats. A preliminary study. Songklanakarin Journal Of Science And Technology, 40(4), 482-490.
27
Panityakul, T., & Chinram, R. (2018). MAGNIFYING FUZZY POINTS OF SEMIGROUPS. Advances And Applications In Mathematical Sciences, 17(8), 563-567.
28
Panityakul, T., & Chinram, R. (2018). Applied Meta-Analysis for teacher research in Southern Border Provinces of Thailand. Advances And Applications In Statistics, 52(6), 391-400.
29
Payanglee, K., , C., Panityakul, T., & Radenahmad, N. (2017). Beneficial effects of young coconut juice on preserving neuronal cell density, lipid, renal and liver profiles in ovariectomized rats. A preliminary study. Songklanakarin Journal Of Science And Technology (sjst), 39(2), 237-243.