| Machine learning algorithm in network traffic classification SM Rachmawati, DS Kim, JM Lee 2021 International Conference on Information and Communication Technology …, 2021 | 15 | 2021 |
| Exploring machine learning-based fault monitoring for polymer-based additive manufacturing: Challenges and opportunities GAR Sampedro, SM Rachmawati, DS Kim, JM Lee Sensors 22 (23), 9446, 2022 | 10 | 2022 |
| Digital twin-enabled 3D printer fault detection for smart additive manufacturing SM Rachmawati, MAP Putra, JM Lee, DS Kim Engineering Applications of Artificial Intelligence 124, 106430, 2023 | 7 | 2023 |
| Towards Accurate Fused Deposition Modeling 3D Printer Fault Detection using Improved YOLOv8 with Hyperparameter Optimization N Karna, MAP Putra, SM Rachmawati, M Abisado, GA Sampedro IEEE Access, 2023 | 7 | 2023 |
| HFTL: Hierarchical Federated Transfer Learning for Secure and Efficient Fault Classification in Additive Manufacturing MAP Putra, SM Rachmawati, M Abisado, GA Sampedro IEEE Access, 2023 | 3 | 2023 |
| Federated Learning-Enabled Digital Twin for Smart Additive Manufacturing Industry MAP Putra, SM Rachmawati, RN Alief, LAC Ahakonye, A Gohil, DS Kim, ... 2023 International Conference on Artificial Intelligence in Information and …, 2023 | 1 | 2023 |
| Fine-tuned cnn with data augmentation for 3d printer fault detection SM Rachmawati, MAP Putra, T Jun, DS Kim, JM Lee 2022 13th International Conference on Information and Communication …, 2022 | 1 | 2022 |
| Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial IoT MAP Putra, RN Alief, SM Rachmawati, GA Sampedro, DS Kim, JM Lee Internet of Things, 101107, 2024 | | 2024 |
| Network Intrusion Detection using Wide Tuned Convolutional Neural Network on IoT Network L Hafiza, RD Wahyuningrum, SM Rachmawati, S Salshabila 2023 International Conference on Advanced Mechatronics, Intelligent …, 2023 | | 2023 |
| Malicious Account Classification Using CNN for Ethereum Blockchain's Accounts RN Alief, SM Rachmawati, JM Lee, DS Kim 한국통신학회논문지 48 (7), 875-884, 2023 | | 2023 |
| 3D Printing Anomaly Detection using Deep Learning M Verana, MAP Putra, SM Rachmawati, DS Kim, JM Lee 한국통신학회 학술대회논문집, 694-695, 2022 | | 2022 |
| Efficient CNN-based Fault Classification for FDM 3D Printer using Embedded Device SM Rachmawati, MAP Putra, DS Kim, JM Lee 한국통신학회 학술대회논문집, 688-689, 2022 | | 2022 |
| CNN-based Fraud Account Classification for Ethereum Blockchain’s Accounts RN Alief, SM Rachmawati, MRR Ansori, JM Lee, DS Kim 한국통신학회 학술대회논문집, 690-691, 2022 | | 2022 |
| SimuPrint: A Printing Path Simulation Tool for Additive Manufacture GA Sampedro, SM Rachmawati, KSD Ugli, DS Kim, JM Lee 2022 13th International Conference on Information and Communication …, 2022 | | 2022 |
| Design and Implementation of a Printing Path Simulator for Additive Manufacturing GA Sampedro, SM Rachmawati, M Verana, DS Kim, JM Lee 한국통신학회 학술대회논문집, 1242-1243, 2022 | | 2022 |
| Edge Device Anomaly Detection of 3D Printers using Bidirectional LSTM M Verana, MAP Putra, GAR Sampedro, SM Rachmawati, DS Kim, JM Lee 한국통신학회 학술대회논문집, 999-1000, 2022 | | 2022 |
| Layerwise Structural Analysis Using Canny Edge Algorithm for Additive Manufacturing SM Rachmawati, M Verana, GA Sampedro, T Jun, DS Kim, JM Lee 한국통신학회 학술대회논문집, 1002-1003, 2022 | | 2022 |
| CNN-Based Traffic Classification in SDN-IIoT SM Rachmawati, DS Kim, JM Lee 한국통신학회 학술대회논문집, 1129-1130, 2022 | | 2022 |
| Traffic Classification for Imbalanced Data Using CNN SM Rachmawati, DS Kim, JM Lee 한국통신학회 학술대회논문집, 498-499, 2021 | | 2021 |
| Automated Fall Detection on Smart Factory based on Deep Learning Approach SM Rachmawati, DJS Agron, DS Kim, JM Lee 한국통신학회 학술대회논문집, 1364-1365, 2021 | | 2021 |
