ผศ.ดร.ธรรมรัตน์ พนิชยากุล

Asst. Prof. Dr.THAMMARAT PANITYAKUL

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Education

• 2013 ปร.ด. (สถิติ(หลักสูตรนานาชาติ)) มหาวิทยาลัยธรรมศาสตร์, Thailand

Publication

• Thammarat Panityakul. 2022. "Image encryption using quantum spinning and trigonometric chaotic map". Songklanakarin Journal of Science and Technology, 44 (4) : 1000-1007
• Thammarat Panityakul. 2022. "Testing the Difference of Means of Populations With Respect to Intuitionistic Fuzzy Sets". International Journal of Analysis and Applications, 20 (Article number : 70) : 1-9
• Ronnason Chinram, Samruam Baupradist and Thammarat Panityakul. 2019. "Left and right magnifying elements in semigroups of linear transformations with restricted range". International Journal of Mathematics and Computer Science, 14 (1) : 1-8
• Ronnason Chinram and Thammarat Panityakul. 2020. "Rough Pythagorean fuzzy ideals in ternary semigroups". Journal of Mathematics and Computer Science, 20 (4) : 302-312
• Thammarat Panityakul. 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
• Thammarat Panityakul. 2020. "The hydrological and water level data in Yom River basin of Thailand". Journal of Mathematical and Computational Science, 10 (6) : 3026-3047
• Thammarat Panityakul. 2021. "High performance approach for water level forecasting in Yom River basin of Thailand". Journal of Mathematical and Computational Science, 11 (3) : 3102-3129
• Thammarat Panityakul. 2021. "A Novel Generalized Family of Distributions for Engineering and Life Sciences Data Applications". MATHEMATICAL PROBLEMS IN ENGINEERING, 2021 (Article ID 9949999) : 1-16
• Thammarat Panityakul. 2021. "Predictive Analytics Modifications in Wavelet-Case Study on Songkhla Lake Basin Runoff". Journal of Mathematical and Computational Science, 11 (4) : 3984-3998
• Thammarat Panityakul. 2021. "A Novel Approach of Complex Dual Hesitant Fuzzy Sets and Their Applications in Pattern Recognition and Medical Diagnosis". JOURNAL OF MATHEMATICS, 2021 (Article Number: 6611782) : 1-31
• Thammarat Panityakul. 2021. "A Hybrid Seasonal Box Jenkins-ANN Approach for Water Level Forecasting in Thailand ". Environment and Ecology Research, 9 (3) : 93-106
• Thammarat Panityakul. 2021. "EFFICIENCY PROPORTION ESTIMATIONS FOR THAI PEOPLE INFECTED CORONAVIRUS 2019 (COVID-19) IN THAILAND BY JACKKNIFING METHOD AND BOOTSTRAPPING METHOD". Communications in Mathematical Biology and Neuroscience, 2021 (Article number : 65) : 1-12
• Thammarat Panityakul. 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
• Thammarat Panityakul. 2021. "An efficiency dynamic seasonal regression forecasting technique for high variation of water level in Yom River Basin of Thailand". AIMS Environmental Science, 8 (4) : 283-303
• Thammarat Panityakul. 2021. "Smart-Contract Aware Ethereum and Client-Fog-Cloud Healthcare System". SENSORS, 21 (12 Article Number: 4093) : 1-21
• Thammarat Panityakul. 2021. "The Efficiency of Ridge Estimations for Multicollinearity Multiple Linear Regression: A Monte-Carlo Simulation-Based Study". International Journal of Mathematics and Computer Science, 16 (4) : 1721-1727
• Thammarat Panityakul. 2021. "Double Encryption Using Trigonometric Chaotic Map and XOR of an Image". CMC-Computers Materials & Continua, 69 (3) : 3033-3046
• Thammarat Panityakul. 2022. "An RGB Color Image Double Encryption Scheme". International Journal of Mathematics and Computer Science, 17 (1) : 183-194
• Thammarat Panityakul. 2022. "Radar-Based Rainfall Estimation of Landfalling Tropical Storm “PABUK” 2019 over Southern Thailand". Mathematical Problems in Engineering, 2022 (Article number : 9968329) : 1-11
• Thammarat Panityakul. 2022. "Dombi-Normalized Weighted Bonferroni Mean Operators with Novel Multiple-Valued Complex Neutrosophic Uncertain Linguistic Sets and Their Application in Decision Making". CMES - Computer Modeling in Engineering and Sciences, 130 (3) : 1587-1623
• Thammarat Panityakul. 2021. "Analyzing and controlling computer security threats based on complex q-rung orthopair fuzzy heronian mean operators ". JOURNAL OF INTELLIGENT & FUZZY SYSTEMS , 41 (6) : 6949-6981
• Thammarat Panityakul. 2022. "A method to multi-attribute decision making problems by using heronian mean operators based on linear diophantine uncertain linguistic settings". Journal of Intelligent and Fuzzy Systems, 42 (6) : 5291 -5319
• Thammarat Panityakul. 2022. "Power Bonferroni mean operators under complex pythagorean fuzzy settings and their applications in decision-making problems". Journal of Intelligent and Fuzzy Systems, 43 (1) : 1103-1121

Interest

• Data Mining , Computational Statistics