Machine Learning Algorithm in Network Traffic Classification. - Syifa Maliah Rachmawati; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2021)

Fine-Tuned CNN with Data Augmentation for 3D Printer Fault Detection. - Syifa Maliah Rachmawati; Made Adi Paramartha Putra; Taesoo Jun; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2022)

SimuPrint: A Printing Path Simulation Tool for Additive Manufacture. - Gabriel Avelino R. Sampedro; Syifa Maliah Rachmawati; Khurboev Shakhzodbek Dilshodbek Ugli; Dong-Seong Kim 002; Jae-Min Lee (ICTC, 2022)

Exploring Machine Learning-Based Fault Monitoring for Polymer-Based Additive Manufacturing: Challenges and Opportunities. - Gabriel Avelino R. Sampedro; Syifa Maliah Rachmawati; Dong-Seong Kim 002; Jae-Min Lee (Sensors, 2022)

Federated Learning-Enabled Digital Twin for Smart Additive Manufacturing Industry. - Made Adi Paramartha Putra; Syifa Maliah Rachmawati; Revin Naufal Alief; Love Allen Chijioke Ahakonye; Augustin Gohil; Dong-Seong Kim 002; Jae-Min Lee (ICAIIC, 2023)

Toward Accurate Fused Deposition Modeling 3D Printer Fault Detection Using Improved YOLOv8 With Hyperparameter Optimization. - Nyoman Bogi Aditya Karna; Made Adi Paramartha Putra; Syifa Maliah Rachmawati; Mideth B. Abisado; Gabriel Avelino R. Sampedro (IEEE Access, 2023)

HFTL: Hierarchical Federated Transfer Learning for Secure and Efficient Fault Classification in Additive Manufacturing. - Made Adi Paramartha Putra; Syifa Maliah Rachmawati; Mideth B. Abisado; Gabriel Avelino R. Sampedro (IEEE Access, 2023)

Digital twin-enabled 3D printer fault detection for smart additive manufacturing. - Syifa Maliah Rachmawati; Made Adi Paramartha Putra; Jae Min Lee; Dong Seong Kim 002 (Eng. Appl. Artif. Intell., 2023)

3DVis: A Layer-wise Fused Deposition Modeling 3D Printer Fault Detection Dataset. - Made Adi Paramartha Putra; Love Allen Chijioke Ahakonye; Mark Verana; Syifa Maliah Rachmawati; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (IEEE DataPort, 2023)

Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial IoT. - Made Adi Paramartha Putra; Revin Naufal Alief; Syifa Maliah Rachmawati; Gabriel Avelino R. Sampedro; Dong-Seong Kim 002; Jae-Min Lee (Internet Things, 2024)