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Gabriel Avelino Sampedro
Gabriel Avelino Sampedro
CEO of Philippine Coding Camp, and Asst. Professor at the University of the Philippines Diliman
Geverifieerd e-mailadres voor upou.edu.ph - Homepage
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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
362023
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
332022
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
262023
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
242022
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
232024
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
232024
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
212024
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
212024
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
212021
Exploring digital twin-based fault monitoring: challenges and opportunities
J Bofill, M Abisado, J Villaverde, GA Sampedro
Sensors 23 (16), 7087, 2023
182023
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
182023
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
172023
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
172023
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
172023
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
162021
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
152024
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
102024
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
102023
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
92024
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
92023
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