| Improving resource utilization in data centers using an LSTM-based prediction model K Thonglek, K Ichikawa, K Takahashi, H Iida, C Nakasan 2019 IEEE international conference on cluster computing (CLUSTER), 1-8, 2019 | 28 | 2019 |
| Federated learning of neural network models with heterogeneous structures K Thonglek, K Takahashi, K Ichikawa, H Iida, C Nakasan 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 11 | 2020 |
| Insha: Intelligent nudging system for hand hygiene awareness S Stirapongsasuti, K Thonglek, S Misaki, Y Nakamura, K Yasumoto Proceedings of the 21st ACM International Conference on Intelligent Virtual …, 2021 | 10 | 2021 |
| A nudge-based smart system for hand hygiene promotion in private organizations S Stirapongsasuti, K Thonglek, S Misaki, B Usawalertkamol, Y Nakamura, ... Proceedings of the 18th Conference on Embedded Networked Sensor Systems, 743-744, 2020 | 9 | 2020 |
| Abnormal gait recognition in real-time using recurrent neural networks T Jinnovart, X Cai, K Thonglek 2020 59th IEEE Conference on Decision and Control (CDC), 972-977, 2020 | 8 | 2020 |
| Sparse communication for federated learning K Thonglek, K Takahashi, K Ichikawa, C Nakasan, P Leelaprute, H Iida 2022 IEEE 6th International Conference on Fog and Edge Computing (ICFEC), 1-8, 2022 | 6 | 2022 |
| Ivaa: Intelligent vehicle accident analysis system K Thonglek, N Urailertprasert, P Pattiyathanee, C Chantrapornchai 2019 16th International Joint Conference on Computer Science and Software …, 2019 | 5 | 2019 |
| Auto-Scaling System in Apache Spark Cluster Using Model-Based Deep Reinforcement Learning K Thonglek, K Ichikawa, C Sangkeettrakarn, A Piyatumrong Heuristics for Optimization and Learning, 347-360, 2020 | 4 | 2020 |
| Retraining quantized neural network models with unlabeled data K Thonglek, K Takahashi, K Ichikawa, C Nakasan, H Nakada, R Takano, ... 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 3 | 2020 |
| Vehicle Part Damage Analysis Platform for Autoinsurance Application K Thonglek, N Urailertprasert, P Pattiyathanee, C Chantrapornchai ECTI Transactions on Computer and Information Technology (ECTI-CIT) 15 (3 …, 2021 | 2 | 2021 |
| Enhancing the prediction accuracy of solar power generation using a generative adversarial network K Thonglek, K Ichikawa, K Takahashi, C Nakasan, K Yuasa, T Babasaki, ... 2021 IEEE Green Energy and Smart Systems Conference (IGESSC), 1-6, 2021 | 2 | 2021 |
| Benchmarks for Job Scheduling in Ultra-Distributed Systems K Thonglek, C Lee, H Abe, A Endo, T Hirofuchi, R Takano, K Taniguchi, ... Proceedings of the 1st International Workshop on Middleware for the …, 2023 | 1 | 2023 |
| Automated quantization and retraining for neural network models without labeled data K Thonglek, K Takahashi, K Ichikawa, C Nakasan, H Nakada, R Takano, ... IEEE Access 10, 73818-73834, 2022 | 1 | 2022 |
| LSTM-based neural network model for predicting solar power generation K Thonglek, K Ichikawa, K Yuasa, T Babasaki IEICE Technical Report; IEICE Tech. Rep. 121 (40), 7-12, 2021 | 1 | 2021 |
| Hierarchical Federated Learning for Predicting Water Levels: A Case Study in Thailand K Thonglek, A Maipradit 2024 16th International Conference on Computer and Automation Engineering …, 2024 | | 2024 |
| A Quantum Annealing-Based Approach for Solving Talent Scheduling K Thonglek, P Sihapitak, C Lee 2024 International Conference on Artificial Intelligence, Computer, Data …, 2024 | | 2024 |
| Decentralized Federated Learning for Agricultural Plant Diseases Identification on Edge Devices K Thonglek, P Rattanatamrong 2023 18th International Joint Symposium on Artificial Intelligence and …, 2023 | | 2023 |
| Toward Predictive Modeling of Solar Power Generation for Multiple Power Plants K Thonglek, K Ichikawa, K Takahashi, C Nakasan, K Yuasa, T Babasaki, ... IEICE Transactions on Communications 106 (7), 547-556, 2023 | | 2023 |
| An Infrastructure for Collaborative Machine Learning on Resource-Constrained Heterogeneous Environments K Thonglek Nara Institute of Science and Technology, 2023 | | 2023 |
| Privacy-Preserving Machine Learning for Snoring Detection K Thonglek, T Jinnovart, A Maipradit 2023 11th International Conference on Information and Education Technology …, 2023 | | 2023 |
