Design of an in-process quality monitoring strategy for fdm-type 3d printer using deep learning GAR Sampedro, DJS Agron, GC Amaizu, DS Kim, JM Lee Applied Sciences 12 (17), 8753, 2022 | 24 | 2022 |
Smart e-waste bin development based on yolov4 model GA Sampedro, RGC Kim, YJ Aruan, DS Kim, JM Lee 2021 1st International Conference in Information and Computing Research …, 2021 | 14 | 2021 |
3d printer state prediction: A deep learning model approach GA Sampedro, MAP Putra, DS Kim, JM Lee 2021 1st International Conference in Information and Computing Research …, 2021 | 13 | 2021 |
An Anomaly Detection Model Based On Deep Auto-Encoder and Capsule Graph Convolution via Sparrow Search Algorithm in 6G Internet-of-Everything S Yin, H Li, AA Laghari, TR Gadekallu, GA Sampedro, A Almadhor IEEE Internet of Things Journal, 2024 | 12 | 2024 |
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 | 11 | 2022 |
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 | 8 | 2023 |
Fused deposition modeling 3d printing fault diagnosis using temporal convolutional network GA Sampedro, DJ Agron, RG Kim, DS Kim, JM Lee 2021 1st International Conference in Information and Computing Research …, 2021 | 7 | 2021 |
A novel federated edge learning approach for detecting cyberattacks in IoT infrastructures S Abbas, A Al Hejaili, GA Sampedro, M Abisado, A Almadhor, T Shahzad, ... IEEE Access, 2023 | 6 | 2023 |
Harris-Hawk-Optimization-Based Deep Recurrent Neural Network for Securing the Internet of Medical Things S Abbas, GA Sampedro, M Abisado, A Almadhor, I Yousaf, SP Hong Electronics 12 (12), 2612, 2023 | 6 | 2023 |
Wrist-based electrodermal activity monitoring for stress detection using federated learning A Almadhor, GA Sampedro, M Abisado, S Abbas, YJ Kim, MA Khan, ... Sensors 23 (8), 3984, 2023 | 6 | 2023 |
Real-time plasmodium falciparum parasitemia using natural neighbor interpolation AN Yumang, ED Dimaunahan, JD Cruz, GC Talisic, GAR Sampedro, ... 2018 IEEE 10th International Conference on Humanoid, Nanotechnology …, 2018 | 6 | 2018 |
Efficient feature-selection-based stacking model for stress detection based on chest electrodermal activity A Almadhor, GA Sampedro, M Abisado, S Abbas Sensors 23 (15), 6664, 2023 | 5 | 2023 |
Rapid microscopic analysis using natural neighbor interpolation GAR Sampedro, MN Soriano, AN Yumang, ED Dimaunahan Proceedings of the 2019 9th International Conference on Biomedical …, 2019 | 5 | 2019 |
A Hypertuned Lightweight and Scalable LSTM Model for Hybrid Network Intrusion Detection A Bibi, GA Sampedro, A Almadhor, AR Javed, T Kim Technologies 11 (5), 121, 2023 | 4 | 2023 |
A Survey of Image-Based Fault Monitoring in Additive Manufacturing: Recent Developments and Future Directions RG Kim, M Abisado, J Villaverde, GA Sampedro Sensors 23 (15), 6821, 2023 | 4 | 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 | 4 | 2023 |
Classification of the Type of Brain Tumor in MRI Using Xception Model R Cobilla, JC Dichoso, AB Miñon, AK Pascual, M Abisado, SL Huyo-a, ... 2023 International Conference on Electronics, Information, and Communication …, 2023 | 4 | 2023 |
3dfed: A secure federated learning-based system for fault detection in 3d printer industry MAP Putra, M Verana, GA Sampedro, DS Kim, JM Lee 2022 13th International Conference on Information and Communication …, 2022 | 4 | 2022 |
Exploring Digital Twin-Based Fault Monitoring: Challenges and Opportunities J Bofill, M Abisado, J Villaverde, GA Sampedro Sensors 23 (16), 7087, 2023 | 3 | 2023 |
3D-AmplifAI: An Ensemble Machine Learning Approach to Digital Twin Fault Monitoring for Additive Manufacturing in Smart Factories GA Sampedro, MAP Putra, M Abisado IEEE Access, 2023 | 3 | 2023 |