Toward accurate fused deposition modeling 3d printer fault detection using improved YOLOv8 with hyperparameter optimization NBA Karna, MAP Putra, SM Rachmawati, M Abisado, GA Sampedro IEEE Access 11, 74251-74262, 2023 | 36 | 2023 |
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 | 33 | 2022 |
A novel federated edge learning approach for detecting cyberattacks in IoT infrastructures S Abbas, A Al Hejaili, GA Sampedro, M Abisado, AS Almadhor, ... IEEE Access 11, 112189-112198, 2023 | 26 | 2023 |
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 | 24 | 2022 |
Artificial intelligence framework for heart disease classification from audio signals S Abbas, S Ojo, A Al Hejaili, GA Sampedro, A Almadhor, MM Zaidi, ... Scientific Reports 14 (1), 3123, 2024 | 23 | 2024 |
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 11 (18), 29402-29411, 2024 | 23 | 2024 |
Blockchain-enabled infrastructural security solution for serverless consortium fog and edge computing AA Khan, AA Laghari, AM Baqasah, R Alroobaea, A Almadhor, ... PeerJ Computer Science 10, e1933, 2024 | 21 | 2024 |
Evaluating deep learning variants for cyber-attacks detection and multi-class classification in IoT networks S Abbas, I Bouazzi, S Ojo, A Al Hejaili, GA Sampedro, A Almadhor, ... PeerJ Computer Science 10, e1793, 2024 | 21 | 2024 |
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 | 21 | 2021 |
Exploring digital twin-based fault monitoring: challenges and opportunities J Bofill, M Abisado, J Villaverde, GA Sampedro Sensors 23 (16), 7087, 2023 | 18 | 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 | 18 | 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 | 17 | 2023 |
3D-AmplifAI: An ensemble machine learning approach to digital twin fault monitoring for additive manufacturing in smart factories GAR Sampedro, MAP Putra, M Abisado IEEE Access 11, 64128-64140, 2023 | 17 | 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 | 17 | 2023 |
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 | 16 | 2021 |
ORAN-B5G: a next generation open radio access network architecture with machine learning for beyond 5G in industrial 5.0 AA Khan, AA Laghari, AM Baqasah, R Alroobaea, TR Gadekallu, ... IEEE Transactions on Green Communications and Networking, 2024 | 15 | 2024 |
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 25, 101107, 2024 | 10 | 2024 |
Hftl: Hierarchical federated transfer learning for secure and efficient fault classification in additive manufacturing MAP Putra, SM Rachmawati, M Abisado, GA Sampedro IEEE Access 11, 54795-54807, 2023 | 10 | 2023 |
Optimizing multi-tier cellular networks with deep learning for 6G consumer electronics communications S Ali, MA Hassan, F Granelli, W Wang, GA Sampedro, A Al Hejaili, ... IEEE Transactions on Consumer Electronics 70 (1), 627-634, 2024 | 9 | 2024 |
Improving Smart Grids Security: An active learning approach for smart grid-based energy theft detection S Abbas, I Bouazzi, S Ojo, GA Sampedro, AS Almadhor, A Al Hejaili, ... IEEE Access 12, 1706-1717, 2023 | 9 | 2023 |