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Daniel F. Perez-Ramirez
Daniel F. Perez-Ramirez
RISE Computer Science & KTH Royal Institute
Dirección de correo verificada de ri.se - Página principal
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Learning combinatorial optimization on graphs: A survey with applications to networking
N Vesselinova, R Steinert, DF Perez-Ramirez, M Boman
IEEE Access 8, 120388-120416, 2020
1572020
Machine learning at the mobile edge: The case of dynamic adaptive streaming over http (dash)
R Behravesh, A Rao, DF Perez-Ramirez, D Harutyunyan, R Riggio, ...
IEEE Transactions on Network and Service Management 19 (4), 4779-4793, 2022
72022
ML-driven DASH content pre-fetching in MEC-enabled mobile networks
R Behravesh, DF Perez-Ramirez, A Rao, D Harutyunyan, R Riggio, ...
2020 16th International Conference on Network and Service Management (CNSM), 1-7, 2020
72020
Automated joining element design by predicting spot-weld locations using 3D convolutional neural networks
DHD Eggink, DF Perez-Ramirez, MW Groll
2020 IEEE International Conference on Engineering, Technology and Innovation …, 2020
62020
Towards automated joining element design
DHD Eggink, MW Groll, DF Perez-Ramirez, J Biedert, C Knödler, ...
Procedia Computer Science 159, 87-96, 2019
62019
DeepGANTT: A Scalable Deep Learning Scheduler for Backscatter Networks
DF Perez-Ramirez, C Pérez-Penichet, N Tsiftes, T Voigt, D Kostić, ...
Proceedings of the 22nd International Conference on Information Processing …, 2023
22023
A Low-resolution infrared thermal dataset and potential privacy-preserving applications
S Zhu, T Voigt, DF Perez-Ramirez, J Eriksson
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021
22021
Demo abstract: Elastic deployment of robust distributed control planes with performance guarantees
DF Perez-Ramirez, R Steinert, N Vesselinova, D Kostić
IEEE INFOCOM 2020-IEEE Conference on Computer Communications Workshops …, 2020
22020
Poster: TheDet: A Machine Learning-based Privacy-preserving Occupancy Estimation Method.
S Zhu, J Eriksson, T Voigt, DF Perez-Ramirez
EWSN, 208-209, 2022
2022
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Artículos 1–9