| ConvXGB: A new deep learning model for classification problems based on CNN and XGBoost S Thongsuwan, S Jaiyen, A Padcharoen, P Agarwal Nuclear Engineering and Technology 53 (2), 522-531, 2021 | 135 | 2021 |
| Intrusion detection model based on ensemble learning for U2R and R2L attacks P Sornsuwit, S Jaiyen 2015 7th international conference on information technology and electrical …, 2015 | 58 | 2015 |
| A new hybrid machine learning for cybersecurity threat detection based on adaptive boosting P Sornsuwit, S Jaiyen Applied Artificial Intelligence 33 (5), 462-482, 2019 | 54 | 2019 |
| A very fast neural learning for classification using only new incoming datum S Jaiyen, C Lursinsap, S Phimoltares IEEE transactions on neural networks 21 (3), 381-392, 2010 | 51 | 2010 |
| Opinion mining for thai restaurant reviews using K-Means clustering and MRF feature selection N Claypo, S Jaiyen 2015 7th International Conference on Knowledge and Smart Technology (KST …, 2015 | 34 | 2015 |
| A deep learning model for predicting buy and sell recommendations in stock exchange of thailand using long short-term memory T Sanboon, K Keatruangkamala, S Jaiyen 2019 IEEE 4th International Conference on Computer and Communication Systems …, 2019 | 29 | 2019 |
| Opinion mining for Thai restaurant reviews using neural networks and mRMR feature selection N Claypo, S Jaiyen 2014 International Computer Science and Engineering Conference (ICSEC), 394-397, 2014 | 25 | 2014 |
| Bank direct marketing analysis of asymmetric information based on machine learning P Ruangthong, S Jaiyen 2015 12th International Joint Conference on Computer Science and Software …, 2015 | 24 | 2015 |
| SEMG signal classification using SMO algorithm and singular value decomposition Y Ruangpaisarn, S Jaiyen 2015 7th International Conference on Information Technology and Electrical …, 2015 | 23 | 2015 |
| A deep learning model for odor classification using deep neural network B Grodniyomchai, K Chalapat, K Jitkajornwanich, S Jaiyen 2019 5th International Conference on Engineering, Applied Sciences and …, 2019 | 16 | 2019 |
| One-pass-throw-away learning for cybersecurity in streaming non-stationary environments by dynamic stratum network M Thakong, S Phimoltares, S Jaiyen, C Lursinsap PloS one 13 (9), e0202937, 2018 | 12 | 2018 |
| Fast learning and testing for imbalanced multi-class changes in streaming data by dynamic multi-stratum network M Thakong, S Phimoltares, S Jaiyen, C Lursinsap IEEE Access 5, 10633-10648, 2017 | 9 | 2017 |
| Hybrid ensembles of decision trees and Bayesian network for class imbalance problem P Ruangthong, S Jaiyen 2016 8th International Conference on Knowledge and Smart Technology (KST), 39-42, 2016 | 9 | 2016 |
| Non-Euclidean self-organizing classification using natural manifold distance S Jaiyen, C Lursinsap 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No …, 2004 | 8 | 2004 |
| E-commerce web page classification based on automatic content extraction W Petprasit, S Jaiyen 2015 12th International Joint Conference on Computer Science and Software …, 2015 | 7 | 2015 |
| Emotion Detection of Thai Elderly Facial Expressions using Hybrid Object Detection T Khajontantichaikun, S Jaiyen, S Yamsaengsung, P Mongkolnam, ... 2022 26th International Computer Science and Engineering Conference (ICSEC …, 2022 | 6 | 2022 |
| A hybrid ensemble of machine and statistical learning using confidence-based boosting N Chairatanasongporn, S Jaiyen 2015 7th International Conference on Information Technology and Electrical …, 2015 | 6 | 2015 |
| Web content extraction based on subject detection and node density W Petprasit, S Jaiyen 2015 7th International Conference on Knowledge and Smart Technology (KST …, 2015 | 6 | 2015 |
| A new incremental decision tree learning for cyber security based on ilda and mahalanobis distance S Jaiyen, P Sornsuwit Engineering Journal 23 (5), 71-88, 2019 | 5 | 2019 |
| A new ensemble model based on linear mapping, nonlinear mapping, and probability theory for classification problems A Charleonnan, S Jaiyen 2015 12th International Joint Conference on Computer Science and Software …, 2015 | 5 | 2015 |
