Mário Luís Pinto Antunes
AuthID: R-000-X2P
1
TITLE: Leveraging decentralized communication for privacy-preserving federated learning in 6G Networks Full Text
AUTHORS: Teixeira, Rafael; Baldoni, Gabriele; Mário Antunes; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: COMPUTER COMMUNICATIONS, VOLUME: 233
AUTHORS: Teixeira, Rafael; Baldoni, Gabriele; Mário Antunes; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: COMPUTER COMMUNICATIONS, VOLUME: 233
INDEXED IN: 
Scopus 
WOS 
DBLP
Scopus WOS DBLP2
TITLE: Kneeliverse: A universal knee-detection library for performance curves
AUTHORS: Mário Antunes; Estro, Tyler; Bhandari, Pranav; Gandhi, Anshul; Kuenning, Geoff; Liu, Yifei; Waldspurger, Carl; Wildani, Avani; Zadok, Erez;
PUBLISHED: 2025, SOURCE: SOFTWAREX, VOLUME: 30
AUTHORS: Mário Antunes; Estro, Tyler; Bhandari, Pranav; Gandhi, Anshul; Kuenning, Geoff; Liu, Yifei; Waldspurger, Carl; Wildani, Avani; Zadok, Erez;
PUBLISHED: 2025, SOURCE: SOFTWAREX, VOLUME: 30
3
TITLE: Federated Learning for a Dynamic Edge: A Modular and Resilient Approach Full Text
AUTHORS: Almeida, Leonardo; Teixeira, Rafael; Baldoni, Gabriele; Mário Antunes; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: SENSORS, VOLUME: 25, ISSUE: 12
AUTHORS: Almeida, Leonardo; Teixeira, Rafael; Baldoni, Gabriele; Mário Antunes; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: SENSORS, VOLUME: 25, ISSUE: 12
4
TITLE: Smart Starts: Accelerating Convergence through Uncommon Region Exploration
AUTHORS: Xinyu Zhang; Mário Antunes; Tyler Estro; Erez Zadok; Klaus Mueller;
PUBLISHED: 2025, SOURCE: 2025 Genetic and Evolutionary Computation Conference Companion, GECCO 2025 Companion in CoRR, VOLUME: abs/2505.05661
AUTHORS: Xinyu Zhang; Mário Antunes; Tyler Estro; Erez Zadok; Klaus Mueller;
PUBLISHED: 2025, SOURCE: 2025 Genetic and Evolutionary Computation Conference Companion, GECCO 2025 Companion in CoRR, VOLUME: abs/2505.05661
5
TITLE: Intelligent Management of Renewable Energy Communities: An MLaaS Framework with RL-Based Decision Making Full Text
AUTHORS: Goncalves, Rafael; Gomes, Diogo; Mário Antunes;
PUBLISHED: 2025, SOURCE: ENERGIES, VOLUME: 18, ISSUE: 13
AUTHORS: Goncalves, Rafael; Gomes, Diogo; Mário Antunes;
PUBLISHED: 2025, SOURCE: ENERGIES, VOLUME: 18, ISSUE: 13
6
TITLE: Explainable AI for industrial fault diagnosis: A systematic review
AUTHORS: Caçao, J; Santos, J; Mário Antunes;
PUBLISHED: 2025, SOURCE: JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, VOLUME: 47
AUTHORS: Caçao, J; Santos, J; Mário Antunes;
PUBLISHED: 2025, SOURCE: JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, VOLUME: 47
7
TITLE: Optimising ML Pipeline Execution via Smart Task Placement Full Text
AUTHORS: Rodrigues, Pedro; Corona, Julio; Mário Antunes; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: ELECTRONICS, VOLUME: 14, ISSUE: 13
AUTHORS: Rodrigues, Pedro; Corona, Julio; Mário Antunes; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: ELECTRONICS, VOLUME: 14, ISSUE: 13
8
TITLE: A Review of the Current Usage of AI/ML for Radio Access Network (RAN)
AUTHORS: Alzailaa, Alaa; Corona, Julio Camejo; Teixeira, Rafael; Chi, Hao Ran; Mário Antunes; Radwan, Ayman; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
AUTHORS: Alzailaa, Alaa; Corona, Julio Camejo; Teixeira, Rafael; Chi, Hao Ran; Mário Antunes; Radwan, Ayman; Aguiar, Rui L.;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
9
TITLE: Towards Cost Estimation of DRL for Task Scheduling and Placement
AUTHORS: Julio Corona; Rafael Teixeira; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: 21st IEEE International Conference on Smart Technologies, EUROCON 2025, Gdynia, Poland, June 4-6, 2025
AUTHORS: Julio Corona; Rafael Teixeira; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: 21st IEEE International Conference on Smart Technologies, EUROCON 2025, Gdynia, Poland, June 4-6, 2025
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP10
TITLE: Impact of Resource Heterogeneity on MLOps Stages: A Computational Efficiency Study
AUTHORS: Julio Corona; Pedro Rodrigues; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: Proceedings of the 20th International Conference on Software Technologies, ICSOFT 2025, Bilbao, Spain, June 10-12, 2025.
AUTHORS: Julio Corona; Pedro Rodrigues; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: Proceedings of the 20th International Conference on Software Technologies, ICSOFT 2025, Bilbao, Spain, June 10-12, 2025.
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP