Patcharaporn Panwong, Tossapon Boongoen, Natthakan Iam-On(2020). Improving Consensus Clustering with Noise-Induced Ensemble Generation, Expert System with Applications, 2020 (Online in Jan 2020).
Supansa Chaising, Punnarumol Temdee(2020). Determining Significant Risk Factors for Preventing Elderly People with Hypertension from Cardiovascular Disease Complication Using Maximum Objective Distance, Wireless Personal Communications, 2020, 1-24.
Punnarumol Temdee, Kanchana Kumnungkit(2020). A Genetic Algorithm Approach for Intermodal Cooperation with High‑Speed Rail: The Case of Thai Transportation System, Wireless Personal Communications, 2020, 1-21.
Lawal Ibrahim Faruk Dutsinma, Punnarumol Temdee(2020). VARK Learning Style Classification Using Decision Tree with Physiological Signals, Wireless Personal Communications, 2020, 1-22.
Rachata, N., Rueangsirarak, W., Kamyod, C., Temdee, P. (2020). Fuzzy Near Compactness Based Personalized Recommendation for Preventing Patients with Type 2 Diabetes Mellitus and Hypertension from Cardiovascular Complication. Wireless Personal Communications, 115(4), 3073–3097.
B. Nobaew, “Enhancing Understanding of Online Content Using Design Factors in Different Multimedia Genres”, ECTI-CIT, vol. 14, no. 1, pp. 20-29, Mar. 2020.
Chayuti Mekurai, Worasak Rueangsirarak, Kitchana Kaewkaen, Surapong Uttama, Roungsan Chaisricharoen(2020). Impaired Balance Assessment in Older People with Muscle Weakness Caused by Stroke, ECTI-CIT, 2020, 14, 103-112
Natthakan Iam-On(2020), Clustering data with the presence of attribute noise: a study of noise completely at random and ensemble of multiple k-means clusterings, International Journal of Machine Learning and Cybernetics, 2020, ฉบับที่ 11, 491-509.
P. Taveeapiradeecharoen and N. Aunsri, A Bayesian Approach for Dynamic Variation of Specific Sectors in Stock Exchange: A Case Study of Stock Exchange Thailand (SET) Indexes, Wireless Personal Communications, 115(4), 2020, pp. 2995-3032, doi.org/10.1007/s11277-020-07217-1
iradeecharoen and N. Aunsri, A Large Dimensional VAR Model with Time-Varying Parameters for Daily Forex Forecasting, Wireless Personal Communications, 115(4), 2020, pp. 3051-3072, doi.org/10.1007/s11277-020-07531-8
S. Arwatchananukul, K. Kirimasthong, and N. Aunsri, A New Paphiopedilum Orchid Database and Its Recognition Using Convolutional Neural Network, Wireless Personal Communications, 115(4), 2020, pp. 3275-3289,
L. Mungmai, W. Preedalikit, N. Aunsri, and D. Amornlerdpison, Efficacy of Cosmetic Formulation Containing Perilla Frutescens Leaves Extract for Irritation and Aging Skin, Biomed. Pharmacol. J., 13(2), 2020. pp. 779-787.
W. Preedalikit, K. Pintha, P. Tantipaiboonwong, N. Aunsri, P. Vivattanaseth, L. Mungmai, Inhibitory Effect of Perilla frutescens L. Leaves Extract on Melanogenesis and Skin Whitening Efficacy in the Underarm Whitening Product Application. KEM 859, (2020) pp. 166–171. doi.org/10.4028/www.scientific.net/kem.859.166
Nilubon Kurubanjerdjit(2020). Identifying the regulation mechanism of phytochemicals on triple negative breast cancer's biological network, Gene Reports, 2020, 19, 100656.
Nilubon Kurubanjerdjit, Ka-Lok Ng(2020). A database of integrated molecular and phytochemical interactions of the foxm1 pathway for lung cancer, Journal Journal of Biomolecular Structure and Dynamics, 2020, Published online: 24 Aug 2020.
Napa Rachata, Punnarumol Temdee(2020). Mobile‑Based Self‑Monitoring for Preventing Patients with Type 2 Diabetes Mellitus and Hypertension from Cardiovascular Complication, Wireless Personal Communications, 2020, 1-25.
Wacharawan Intayoad, Chayapol Kamyod, Punnarumol Temdee(2020). Reinforcement Learning Based on Contextual Bandits for Personalized Online Learning Recommendation Systems, Wireless Personal Communications, 2020,1-16.
Faruk Lawal Ibrahim Dutsinma, Santichai Wicha, Punnarumol Temdee(2020). THE EFFECT OF LEARNING STYLE ON SKIN TEMPERATURE USING VARK MODEL AND DECISION TREE, International Journal of Applied Biomedical Engineering, 2020/ Vol 13, 1, 31-42.
Supansa Chaising, Punnarumol Temdee(2020). Determining Significant Risk Factors for Preventing Elderly People with Hypertension from Cardiovascular Disease Complication Using Maximum Objective Distance, Wireless Personal Communications, 2020, 1-24.
S. Chansareewittaya, “Economic Dispatch Using Modified Hybrid BA/ATS,” ECTI Transactions on Computer and Information Technology (ECTI-CIT) 14 (1), 30-36, 2020. (SJR 2019 = 0.1)
Charoenchai Wongwatkit, Patcharin Panjaburee, Niwat Srisawasdi, Pongpon Seprum (2020). Moderating effects of gender differences on the relationships between perceived learning support, intention to use, and learning performance in a personalized e‐learning, Journal of Computers in Education, 7(2), (pp.229–255)
R Banchuin, Roungsan Chaisricharoen(2020). An Extensive Tensor Algebraic Model of Transformer, ECTI Transactions on Computer and Information Technology (ECTI-CIT), 2020, 14-1, 79-91
Roungsan Chaisricharoen, Wanus Srimaharaj(2020). P2P Control Model for Synchronous Battery-less Solar-Powered Serial Water Pumps, Wireless Personal Communications, 2020, 1-17.
Wanus Srimaharaj, Supansa Chaising, Phakkharawat Sittiprapaporn, Punnarumol Temdee, Roungsan Chaisricharoen (2020). Effective Method for Identifying Student Learning Ability During Classroom Focused on Cognitive Performance, Wireless Personal Communications, 2020, 1-18
S. Saenmuang and N. Aunsri, A New Spinach Respiratory Prediction Method Using Particle Filtering Approach. IEEE Access, 7(1) (2019), pp. 131559-131566.
Chayuti Mekurai, Worasak Rueangsirarak, Kitchana Kaewkaen, Surapong Uttama, Roungsan Chaisricharoen(2020). Impaired Balance Assessment in Older People with Muscle Weakness Caused by Stroke, ECTI-CIT, 2020, 14, 103-112
Wongta, J., Grosseau, C., Yachulawetkunakorn, C., Watthana, C., & Wongwatkit, C. (2020). Effects of A Collaborative STEM-based Orientation Approach on Senior High-School Students’ Creativity and Operacy. International Journal of Mobile Learning and Organisation.
Nilubon Kurubanjerdjit(2020), Identifying the regulation mechanism of phytochemicals on triple negative breast cancer's biological network, Gene Report, 2020, 19, 100656.
N. Aunsri, P. Taveeapiradeecharoen, A Time-Varying Bayesian Compressed Vector Autoregression for Macroeconomic Forecasting, IEEE Access, 8(1) (2020), pp. 192777 - 192786. DOI: 10.1109/ACCESS.2020.3033203.
Vuttipittayamongkol, Pattaramon, Eyad Elyan, and Andrei Petrovski. "On the class overlap problem in imbalanced data classification." Knowledge-Based Systems (2020): 106631.
L. Mungmai, W. Preedalikit, K. Pintha, P. Tantipaiboonwong, N. Aunsri, Collagenase and Melanogenesis Inhibitory Effects of Perilla Frutescens Pomace Extract and Its Efficacy in Topical Cosmetic Formulations. Cosmetics, 2020, 7, 69.
Supansa Chaising ,Punnarumol Temdee ,Ramjee Prasad(2020). Weighted objective distance for the classification of elderly people with hypertension, Knowledge Based Systems, 2020
Sirisapsombat Vachrintr, Sittiprapaporn, Phakkharawat, Chaiyasut, ChaiyavatSirilun, Sasithorn,Thamthiwat Nararatwanchai, Roungsan Chaisricharoen(2020). Source localization of tone perception in alcoholic brain indexed by standardized low-resolution electromagnetic tomography, IAES International Journal of Artificial Intelligence, 2020, 9, 561-568.
Rawid Banchuin, Roungsan Chaisricharoen(2021). Vector Stochastic Dierential Equation Based Stochastic Analysisof Transformer, ECTI TRANSACTIONS ON COMPUTER AND INFORMATION TECHNOLOGY, 2021, 15, 82-107.
National Journal Articles
S. Wongprasadpetch, P. Manowan, C. Srisot, Thongchai Yooyativong, Tossapon Boongoen, Suppakarn Chansareewittaya(2020). Monitoring System Platform for Agricultural Research and Analysis, Journal of Information Science and Technology, 10, 1, 70-74.
C. Yawichai, T. Poomipiew, R. Boonyeun, and S. Chucherd. “Smart Mini Plant Pot”, NU. International Journal of Science, Vol.17, No.1, January-June 2020, pp. 120-134.
J. Sukserm, P. Santisuk, P. Srikaew, and S. Chucherd. “Office Environment Warning System”, Naresuan University Journal: Science and Technology, Vol.28, No. 4, October-December 2020, pp. 75-90.
S. Chansareewittaya, "Electrical Power Generating to Economic Dispatch Ratio Enhancement by using Modified PSO," Journal of Information Science and Technology 10 (2), 41-48, 2020. (Thai-Journal Impact Factors 2019 = 0.19, TCI Tier2)
W. Chaithip, S. Nguantad, S. Olankranok, and S. Chucherd. “Warning Traffic System”, NU. International Journal of Science, Vol.17, No.2, July-December 2020, pp. 48-58.
International Conference Papers
N Naik, P Jenkins, N Savage, L Yang, Natthakan Iam-On, Tossapon Boongoen(2020). Fuzzy-Import Hashing: A Malware Analysis Approach, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020, 1-8.
Ratchanon Nobnop, Narong Chaiwut, Yootthapong Tongpaeng(2020), Doctor Herb, The Herbal Augmented Reality Application, The 5th International Conference on Digital Arts, Media and Technology (DAMT) and 3rd ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering (NCON), 2020, 46.
Ratchanon Nobnop, Narong Chaiwut,Yootthapong Tongpaeng(2020), Doctor Herb, The Herbal Augmented Reality Application, The 5th International Conference on Digital Arts, Media and Technology (DAMT) and 3rd ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering (NCON), 2020, 46.
Ratchanon Nobnop, Narong Chaiwut, Yootthapong Tongpaeng(2020), Doctor Herb, The Herbal Augmented Reality Application, The 5th International Conference on Digital Arts, Media and Technology (DAMT) and 3rd ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering (NCON), 2020, 46.
Teanjit Sutthaluang(2020), Application of regression analysis to discover financial factors that influence stock market index during COVID-19 outbreak in Thailand, 3rd IEEE International Conference on Knowledge Innovation and Invention 2020, 2020, Paper No: K200157
Singpant, P., Wongwatkit, C., Nobnop, R., Boonsuk, W., Wan, S., Klaison, A. (2020). A Hybrid Diagnostics-based Learning System for Promoting College Students’ Digital Security: A Challenge to Digital STEM in College. The 28th International Conference on Computers in Education (ICCE2020). 400-410. Asia-Pacific Society for Computers in Education (APSCE).
Marzia Hoque Tania, Ilya Andreev, Punnarumol Temdee (2020). Arts and Science of Digital Mental Health Support, (ECTI DAMT & NCON 2020), 2020, 1-4.
Jiraporn Kanhasinwattana, Narisa Yawila, Thanawadee Tithada, Chayapol Kamyod(2020). Smart Pill Box System for Bipolar Disorder Patients, 2020 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering, 2020, pp. 54-57.
Jinakan, B., Phoewhawm, R., & Wicha, S. (2020, March). Knowledge Extraction and Designing of Child Development Detection System for a New Parent. In 2020 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON) (pp. 49-52). IEEE.
R Banchuin, Roungsan Chaisricharoen(2020). The FDE Based Time Domain Analysis of Nonzero Input/Nonzero Damping Ratio Fractional Order Biquadratic System, ECTI DAMT & NCON 2020, 2020, 177-179.
Mayoon Yaibuates, Roungsan Chaisricharoen(2020). A Combination of ICMP and ARP for DHCP Malicious Attack Identification, ECTI DAMT & NCON 2020, 2020, 177-179.
S. Chucherd, S. Moodleah and A. Rodtook. (2020), "Automatic White Matter Hyperintensities Segmentation from Brain Magnetic Resonance Images using Polar Transform," 2020 17th International Joint Conference on Computer Science and Software Engineering (JCSSE), Bangkok, Thailand, 2020, pp. 12-17, doi: 10.1109/JCSSE49651.2020.9268440.
N. Chumrit, C. Weangwan and N. Aunsri, ECG-based Arrhythmia Detection using Average Energy and Zero-crossing Features with Support Vector Machine, 2020 - 5th International Conference on Information Technology (InCIT), Chonburi, Thailand, 2020, pp. 282-287, doi: 10.1109/InCIT50588.2020.9310931.
Nitin Naik, Paul Jenkins, Nick Savage, Longzhi Yang, Kshirasagar Naik, Jingping Song, Tossapon Boongoen, Natthakan Iam-On(2020). Fuzzy Hashing Aided Enhanced YARA Rules for Malware Triaging, IEEE Symposium Series on Computational Intelligence (SSCI), 2020, 1138-1145
N.Thongsibsong(2020), MFU SHOT : Photographer Supporting System for Education, The 5th International Conference on Innovative Education and Technology ICIET2020, 2020, 78-80.
Jarunakarint, V., Uttama, S., and Rueangsirarak, W. (2020). Survey and Experimental Comparison of Machine Learning Model, The 5th International Conference on Information Technology (InCIT2020), 1-6. Chonburi, Thailand.
Wanus Srimaharaj, Tinnaphol Chaipakornwong, Vichit Punyahotra, Supansa Chaising, Punarumol Temdee, Phakkharawat Sittiprapaporn, Roungsan Chaisricharoen(2020). Correlation of Attention and Relaxation Levels to Interactive Self-learning Classroom Indexed by eSense Metersม Proceedings of the Future Technologies Conference (FTC) 2020, 2020, 1, 827-837.
ORAWAT YODNUAL, WANUS SRIMAHARAJ, KANCHIT PAMANEE, Roungsan Chaisricharoen(2020). Automatic Workload Estimation for Software House, AIVR2020: 2020 4th International Conference on Artificial Intelligence and Virtual Reality, 2020, 41-45.
International Abstract Papers & National Conference Papers
K. Runjarean, N. Thammakhankhom, W. Luetan, Prasara Jakkaew, Sirichai Hemrungrote(2020). An Assistive Technology for the Elderly Farmers: A Case Study of a Cymbidium Orchid Caring System, Proc. EEECS2020, 2020.
Waralak Chongdarakul and Khwunta Kirimasthong, “Problem-based Learning Model for Students Knowledge Acquisition of Logical Design for Interactive Programming Course,” 2020 The 7th International Conference on Electronics, Electrical Engineering, Computer Science, Gachon, Korea, 2020, pp.1-2
Nilubon Kurubanjerdjit, Soontarin Nupap(2020). Applying Problem-Based Learning with Direct Instruction Improve Students Critical Thinking and Teamwork in Thai Undergraduates, The 7th International Conference on Electronics, Electrical Engineering, Computer Science 2020, 2020, 247.
Santichai Wicha, Punnarumol Temdee(2020). Promoting of Online PBL For Collaborative Skills Enhancement, The 7th International Conference on Electronics, Electrical Engineering, Computer Science 2020, 2020, 1-4
Punnarumol Temdee, Chayapol Kamyod(2020). Smart Farming: Challenges and Applications for Young Smart Farmers in Thailand, PROCEEDINGS 36th Virtual GISFI Workshop of the CTIF Global Capsule (CGC), 2020, 48.
Worasak Rueangsirarak, Punnarumol Temdee(2020). THE COMBINED MODEL OF BLENDED LEARNING WITH FLIPPED CLASSROOM: A NEW LEARNING STRATEGY FOR COVID-19 PANDEMIC SITUATION, EEECS2020, 2020, 1-2.
Chayapol Kamyod(2020). CIA and IOT communication models, EEECS2020, 2020, 24.
