Publication

J. Mwenya, R. Saengrayap, S. Arwatchananukul, N. Aunsri, C. Kamyod, P. Jakkaew, H. Kitazawa, P. Mahajan, S. Padee, C. Prahsarn and S. Chaiwong, Thermal insulation box design for maintaining cool temperature and the postharvest quality of okra, Scientia Horticulturae, Volume 322, 2024, 113230. https://doi.org/10.1016/j.scienta.2024.113230

P. Jakkaew, Y. Yingchutrakul, N. Aunsri, (2024) A data-driven approach to improve coffee drying: Combining environmental sensors and chemical analysis. PLoS ONE 19(2): e0296526. https://doi.org/10.1371/journal.pone.0296526

C. Kuptametee, Z.-H. Michalopoulou, N. Aunsri, A review of efficient applications of genetic algorithms to improve particle filtering optimization problems, Measurement, Volume 224, 2024, 113952, https://doi.org/10.1016/j.measurement.2023.113952.

R. Saengwong-ngam, R. Saengrayap, J. Rattanakaran, S. Arwatchananukul, N. Aunsri, K. Tontiwattanakul, K. Jitkokkruad, T. Trongsatitkul, L. Lerslerwong, H. Kitazawa, P. Mahajan, S. Chaiwong, Cushion performance of eco-friendly natural rubber latex foam composite with bamboo leaf fiber for impact protection of guava, Postharvest Biology and Technology, Volume 208, 2024, 112663, https://doi.org/10.1016/j.postharvbio.2023.112663.

S. Saiwaeo, S. Arwatchananukul, L. Mungmai, W. Preedalikit, N. Aunsri, Human skin type classification using image processing and deep learning approaches, Heliyon, Volume 9, Issue 11, 2023, e21176, https://doi.org/10.1016/j.heliyon.2023.e21176.

E. Meephu, S. Arwatchananukul and N. Aunsri (2023) Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation. PLoS ONE 18(4): e0282592. https://doi.org/10.1371/journal.pone.0282592

C. Kuptametee, Z.-H. Michalopoulou, and N. Aunsri, “Adaptive genetic algorithm-based particle herding scheme for mitigating particle impoverishment,” Measurement, vol. 214, June 2023, Article number 112785. https://doi.org/10.1016/j.measurement.2023.112785

S. Chaiwong, R. Saengrayap, J. Rattanakaran, A. Chaithanarueang, S. Arwatchananukul, N. Aunsri, K. Tontiwattanakul, K. Jitkokkruad, H. Kitazawa, T. Trongsatitkul, “Natural rubber latex cushioning packaging to reduce vibration damage in guava during simulated transportation,,” Postharvest Biology and Technology, vol. 199, May 2023, Article number 112273. https://doi.org/10.1016/j.postharvbio.2023.112273

C. Kuptametee and N. Aunsri, “A review of resampling techniques in particle filtering framework,” Measurement, vol. 193, April 2022, Article number 110836. 10.1016/j.measurement.2022.110836

N. Aunsri and S. Rattarom, “Novel eye-based features for head pose-free gaze estimation with web camera: New model and low-cost device,” Ain Shams Engineering Journal, vol. 13, issue 5, September 2022, Article number 101731. https://doi.org/10.1016/j.asej.2022.101731 

S. Arwatchananukul, R. Saengrayap, S. Chaiwong, and N. Aunsri, "Fast and Efficient Cavendish Banana Grade Classification using Random Forest Classifier with Synthetic Minority Oversampling Technique," IAENG International Journal of Computer Science, vol. 49, no.1, pp. 46-54, 2022

H. Than, R. Saengrayap, N. Aunsri, K. Tontiwattanakul, and S. Chaiwong, "Investigation and Evaluation of Impact Bruising in Guava Using Image Processing and Response Surface Methodology" Horticulturae, vol. 7, no. 10: 411. Oct. 2021

J. Rattanakaran, R. Saengrayap, N. Aunsri, S. Padee, C. Prahsarn, H. Kitazawa, C. F. H. Bishop, and S. Chaiwong, “Performance of Thermal Insulation Covering Materials to Reduce Postharvest Losses in Okra,” Horticulturae, vol. 7, no. 10, p. 392, Oct. 2021

S. Chaiwong, P. Yoythaisong, S. Arwatchananukul, N. Aunsri, K. Tontiwattanakul, T. Trongsatitkul, H. Kitazawa, R. Saengrayap, Vibration damage in guava during simulated transportation assessed by digital image analysis using response surface methodology, Postharvest Biology and Technology, Volume 181, Nov. 2021, Article number 111641, https://doi.org/10.1016/j.postharvbio.2021.111641.

N. Aunsri,  K. Pipatphol, B. Thikeaw, S. Robroo, and K. Chamnongthai. A novel adaptive resampling for sequential Bayesian filtering to improve frequency estimation of time-varying signals, Heliyon, Vol. 7 (4), April 2021, Article number e06768.

N. Aunsri, and K. Chamnongthai. Stochastic Description and Evaluation of Ocean Acoustics Time-series for Frequency and Dispersion Estimation Using Particle Filtering Approach, Applied Acoustics., 178, July 2021, Article number 108010.

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.

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.

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. https://doi.org/10.4028/www.scientific.net/kem.859.166

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.

P. Taveeapiradeecharoen 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, https://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, https://doi.org/10.1007/s11277-020-07463-3

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, https://doi.org/10.1007/s11277-020-07217-1

S. Saenmuang and N. Aunsri, A New Spinach Respiratory Prediction Method Using Particle Filtering Approach. IEEE Access, 7(1) (2019), pp. 131559-131566.

N. Aunsri, and K. Chamnongthai. Particle filtering with adaptive resampling scheme for modal frequency identification and dispersion curves estimation in ocean acoustics. Applied Acoustics; 154 (2019), pp. 90-98.

P.Taveeapiradeecharoen, K. Chamnongthai, and N. Aunsri, Bayesian Compressed Vector Autoregression for Financial Time-series Analysis and Forecasting, IEEE Access, 7(1) (2019), pp. 16777-16786.

S. Rattarom, S. Uttama, and N. Aunsri, Model Construction and Validation in Low-cost Interpolation-Based Gaze Tracking System, Engineering Letters, 27(1) (2019), pp. 87-96.

S. Hunta, T. Yooyativong, and N. Aunsri, A novel integrated action crossing method for drug-drug interaction prediction in non-communicable diseases, Computer Methods and Programs in Biomedicine, 163 (2018), pp.183-193.

Z.-H. Michalopoulou and N. Aunsri, Environmental inversion using dispersion tracking in a shallow water environment, Journal of Acoustical Society of America, 143(3) (2018), pp. EL188-EL193.

S. Saenmuang, A. Sirijariyawat, and N. Aunsri, The effect of moisture content, temperature and variety on specific heat of edible-wild mushrooms: Model construction and analysis, Engineering Letters, 25(4) (2017), pp.446-454.

C. Kamyod, R.H. Nielsen, N.R. Prasad, R. Prasad and N. Aunsri, End-to-End Reliability and Optimization of Intra and Inter-Domain IMS-based Communication Networks, Journal of Cyber Security, 5(3) (2017), pp.233-256

N. Aunsri, A Bayesian Filtering Approach with Time-Frequency Representation for Corrupted Dual Tone Multi Frequency Identification, Engineering Letters, 24(4) (2016), pp.370-377.

N. Aunsri, Z.-H. Michalopoulou, Sequential filtering for dispersion tracking and sediment sound speed inversion, Journal of Acoustical Society of America, 136 (5) (2014), pp.2665-2674.

C. Kuptametee and N. Aunsri, "Sequential Abruptly Changing Hidden States Estimation using Adaptive Particle Impoverishment Mitigation Scheme," 2023 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), Phuket, Thailand, 2023, pp. 302-307, doi: 10.1109/ECTIDAMTNCON57770.2023.10139728.

P. Jakkaew and N. Aunsri, "Design, Implementation, and Evaluation of Coffee Traceability System Using UX Process," 2023 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), Phuket, Thailand, 2023, pp. 194-198, doi: 10.1109/ECTIDAMTNCON57770.2023.10139386.

C. Kuptametee and N. Aunsri, "Particle Filtering with Adaptive Diversifying Scheme for Abruptly Changing Hidden States Estimation," 2022 6th International Conference on Information Technology (InCIT), Nonthaburi, Thailand, 2022, pp. 358-362, doi: 10.1109/InCIT56086.2022.10067827.

C. Kuptametee and N. Aunsri, "Sequential Frequency Estimation Using Auxiliary Particle Filter," 2022 6th International Conference on Information Technology (InCIT), Nonthaburi, Thailand, 2022, pp. 363-367, doi: 10.1109/InCIT56086.2022.10067382.

P. Vipasdamrongkul, S. Chocharat, P. Srimunwing, S. Arwatchananukul, S. Chaiwong, R. Saengrayap, and N. Aunsri, "Guava Bruise Area Calculation Using Color And Grayscale Image Segmentation," 2022 6th International Conference on Information Technology (InCIT), Nonthaburi, Thailand, 2022, pp. 29-34, doi: 10.1109/InCIT56086.2022.10067362

N. Aunsri, "Improving Frequency Estimation via Sequential Bayesian Filtering with Firefly Algorithm," 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), Herning, Denmark, 2022, pp. 464-469, doi: 10.1109/WPMC55625.2022.10014906.

S. Saiwaeo, L. Mungmai, W. Preedalikit, S. Arwatchananukul and N. Aunsri, "A Comparative Study of Image Enhancement Methods for Human Skin Image," 2022 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), 2022, pp. 484-488, doi: 10.1109/ECTIDAMTNCON53731.2022.9720326.

S. Arwatchananukul, P. Singpant, N. Chondamrongkul and N. Aunsri, "Developing 21st Century Skills with Project-Based Learning: An Experience Report in the Introductory Course of Software Engineering," 2022 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), 2022, pp. 451-455, doi: 10.1109/ECTIDAMTNCON53731.2022.9720408.

C. Kuptametee and N. Aunsri, "An EMD with Masked WVDs for Cross-terms Reduction in Non-stationary Signals," 2022 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON), 2022, pp. 445-450, doi: 10.1109/ECTIDAMTNCON53731.2022.9720368.

S. Arwatchananukul, P. Jakkaew, W. Intayoad and N. Aunsri, "A Case Study in Class User Interface Design of Problem-Based Learning Modeling (UIDPBL)," 2021 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering, 2021, pp. 364-367, doi: 10.1109/ECTIDAMTNCON51128.2021.9425750

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.

N. Aunsri, Sequential Bayesian Filtering with Particle Smoother for Improving Frequency Estimation in Frequency Domain Approach, in 2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC), Lisbon, Portugal, 2019, pp. 1-5.

N. Aunsri, Improved Dual Tone Multi Frequency identification Using Adaptive Resampling Particle Filter, in 2018 21st International Symposium on Wireless Personal Multimedia Communications (WPMC), 2018, pp.173-176.

N. Aunsri, Effect of Window Functions on the Sequential Bayesian Filtering Based Frequency Estimation, in 2018 21st International Symposium on Wireless Personal Multimedia Communications (WPMC), 2018, pp.411-415.

E. Meephu, S. Arwatchananukul and N. Aunsri, A Framework for Development of an Intra-Hospital Patient Transfer Using Queue Management System, in 2018 Global Wireless Summit (GWS), pp.300-303.

P. Taveeapiradeecharoen, C. Jongsureyapart and N. Aunsri, Forecasting Daily Forex Using Large Dimensional Vector Autoregression with Time-Varying Parameters, in 2018 Global Wireless Summit (GWS), pp.65-70.

P. Taveeapiradeecharoen, S.  Arwatchananukul and N. Aunsri, Which Crucial Economic Variables Do Drive Specific Sector in Stock Exchange of Thailand Indexes? Evidences from Bayesian Perspective, in 2018 Global Wireless Summit (GWS), pp.71-76.

N. Aunsri, Seismic Events Estimation Under Noisy Environments Using Multiple Model Particle Filter, in 2018 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI_CON), pp.793-797.

J. Saenpaen, S. Arwatchananukul and N. Aunsri, A Comparison of Image Enhancement Methods for Lumbar Spine X-ray Image, in 2018 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI_CON), pp.798-801.

S.Arwatchananukul, V. Rujivorakul, and N. Aunsri, Requirement Elicitation for Smart Flow Modeling in Hospital Case Studies, in 3rd International Conference on Digital Arts, Media and Technology (ICDAMT 2018), pp.1-5.

V. Rujivorakul, S.Arwatchananukul, and N. Aunsri, Lightweight Smart Screen Architecture for Multichannel Control Advertising Display, in 3rd International Conference on Digital Arts, Media and Technology (ICDAMT 2018), pp.1-6.

P. Taveeapiradeecharoen, S.  Arwatchananukul and N. Aunsri, Dynamic model averaging for daily forex prediction: A comparative study, in 3rd International Conference on Digital Arts, Media and Technology (ICDAMT 2018), pp.1-6.

M. Boontua, P. Nam-asa, S. Arwatchananukul, N. Aunsri, A study of features and classifiers for multiple environment face recognition system, in 3rd International Conference on Digital Arts, Media and Technology (ICDAMT 2018), pp.1-6.

S. Hunta, N. Aunsri, and T. Yooyativong. Integrated Action Crossing Method for Drug-Drug Interactions Prediction in Noncommunicable Diseases Based on Neuron networks, 2nd International Conference on Digital Arts, Media and Technology (ICDAMT 2017), pp.259-262.

S. Rattarom, N. Aunsri, and S. Uttama. Model with Head Pose in Low Cost Gaze Estimation, 2nd International Conference on Digital Arts, Media and Technology (ICDAMT 2017), pp.24-27.

N. Aunsri, and W. Chongrarakul. Correlation based Active Regions Identification from fMRI Data, The 2016 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2016), pp.1-5.

N. Aunsri, A TVAR Particle Filter with Adaptive Resampling for Frequency Estimation, The 2016 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2016), pp.1-5.

S. Rattarom, N. Aunsri, and S. Uttama, Interpolation Based Polynomial Regression for Eye Gazing Estimation: A Comparative Study, 2015 12th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2015), pp.1-4.

S. Hunta, N. Aunsri, and T. Yooyativong, Drug-Drug Interactions Prediction from Enzyme Action Crossing Through Machine Learning, 2015 12th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2015), pp.1-4.

N. Aunsri and S. Hemrungrote, A Bayesian Approach for Frequency Estimation Using TVAR Model for Ocean Acoustics Time-Series, 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2014), pp.1-4.

S. Hemrungrote and N. Aunsri, E-Learning Development to Support Self-Directed Learning via Induction Module Lessons: A Case Study of Introduction to Information Technology Course, 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA 2014), pp.1-4.