Syifa Maliah Rachmawati

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Tennessee Eastman

Manufacturing Industry

Fault Detection

Machine Learning

Top Venues

Publications

Made Adi Paramartha Putra, Revin Naufal Alief, Syifa Maliah Rachmawati, Gabriel Avelino R. Sampedro, Dong-Seong Kim, Jae-Min Lee
Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial IoT. Internet Things 25 (2024)
Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Revin Naufal Alief, Love Allen Chijioke Ahakonye, Augustin Gohil, Dong-Seong Kim, Jae-Min Lee
Federated Learning-Enabled Digital Twin for Smart Additive Manufacturing Industry. ICAIIC (2023)
Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Mideth B. Abisado, Gabriel Avelino R. Sampedro
HFTL: Hierarchical Federated Transfer Learning for Secure and Efficient Fault Classification in Additive Manufacturing. IEEE Access 11 (2023)
Syifa Maliah Rachmawati, Made Adi Paramartha Putra, Jae Min Lee, Dong Seong Kim
Digital twin-enabled 3D printer fault detection for smart additive manufacturing. Eng. Appl. Artif. Intell. 124 (2023)
Nyoman Bogi Aditya Karna, Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Mideth B. Abisado, Gabriel Avelino R. Sampedro
Toward Accurate Fused Deposition Modeling 3D Printer Fault Detection Using Improved YOLOv8 With Hyperparameter Optimization. IEEE Access 11 (2023)
Syifa Maliah Rachmawati, Made Adi Paramartha Putra, Taesoo Jun, Dong-Seong Kim, Jae-Min Lee
Fine-Tuned CNN with Data Augmentation for 3D Printer Fault Detection. ICTC (2022)
Gabriel Avelino R. Sampedro, Syifa Maliah Rachmawati, Khurboev Shakhzodbek Dilshodbek Ugli, Dong-Seong Kim, Jae-Min Lee
SimuPrint: A Printing Path Simulation Tool for Additive Manufacture. ICTC (2022)
Gabriel Avelino R. Sampedro, Syifa Maliah Rachmawati, Dong-Seong Kim, Jae-Min Lee
Exploring Machine Learning-Based Fault Monitoring for Polymer-Based Additive Manufacturing: Challenges and Opportunities. Sensors 22 (23) (2022)
Syifa Maliah Rachmawati, Dong-Seong Kim, Jae-Min Lee
Machine Learning Algorithm in Network Traffic Classification. ICTC (2021)