Mário Luís Pinto Antunes
AuthID: R-000-X2P
1
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
2
TITLE: Smart Starts: Accelerating Convergence through Uncommon Region Exploration
AUTHORS: Xinyu Zhang; Mário Antunes; Tyler Estro; Erez Zadok; Klaus Mueller;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.05661
AUTHORS: Xinyu Zhang; Mário Antunes; Tyler Estro; Erez Zadok; Klaus Mueller;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2505.05661
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TITLE: Understanding the Influence of Data Characteristics on Explainable AI
AUTHORS: Julio Corona; Rafael Teixeira; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: 2025 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2025 in Joint European Conference on Networks and Communications & 6G Summit, EuCNC/6G Summit 2025, Poznan, Poland, June 3-6, 2025
AUTHORS: Julio Corona; Rafael Teixeira; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: 2025 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2025 in Joint European Conference on Networks and Communications & 6G Summit, EuCNC/6G Summit 2025, Poznan, Poland, June 3-6, 2025
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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
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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.
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TITLE: A Review of the Current Usage of AI/ML for Radio Access Network (RAN)
AUTHORS: Alaa AlZailaa; Julio Camejo Corona; Rafael Teixeira; Hao Ran Chi; Mário Antunes; Ayman Radwan; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: IEEE Access, VOLUME: 13
AUTHORS: Alaa AlZailaa; Julio Camejo Corona; Rafael Teixeira; Hao Ran Chi; Mário Antunes; Ayman Radwan; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: IEEE Access, VOLUME: 13
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DBLP7
TITLE: Accelerating multi-tier storage cache simulations using knee detection Full Text
AUTHORS: Estro, Tyler; Mário Antunes; Bhandari, Pranav; Gandhi, Anshul; Kuenning, Geoff; Liu, Yifei; Waldspurger, Carl; Wildani, Avani; Zadok, Erez;
PUBLISHED: 2024, SOURCE: PERFORMANCE EVALUATION, VOLUME: 164
AUTHORS: Estro, Tyler; Mário Antunes; Bhandari, Pranav; Gandhi, Anshul; Kuenning, Geoff; Liu, Yifei; Waldspurger, Carl; Wildani, Avani; Zadok, Erez;
PUBLISHED: 2024, SOURCE: PERFORMANCE EVALUATION, VOLUME: 164
INDEXED IN: Scopus 
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TITLE: Optimising Data Processing in Industrial Settings: A Comparative Evaluation of Dimensionality Reduction Approaches
AUTHORS: José Cação; Mário Antunes; José Santos; Miguel Monteiro;
PUBLISHED: 2024, SOURCE: 9th International Conference on Internet of Things, Big Data and Security, IoTBDS 2024 in Proceedings of the 9th International Conference on Internet of Things, Big Data and Security, IoTBDS 2024, Angers, France, April 28-30, 2024.
AUTHORS: José Cação; Mário Antunes; José Santos; Miguel Monteiro;
PUBLISHED: 2024, SOURCE: 9th International Conference on Internet of Things, Big Data and Security, IoTBDS 2024 in Proceedings of the 9th International Conference on Internet of Things, Big Data and Security, IoTBDS 2024, Angers, France, April 28-30, 2024.
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TITLE: Privacy-Preserving Defense: Intrusion Detection in IoT using Federated Learning
AUTHORS: Almeida, Leonardo; Rodrigues, Pedro; Teixeira, Rafael; Mário Antunes; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024
AUTHORS: Almeida, Leonardo; Rodrigues, Pedro; Teixeira, Rafael; Mário Antunes; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) in 2024 IEEE 22ND MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, MELECON 2024
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TITLE: Rethinking Security: The Resilience of Shallow ML Models (Extended Abstract)
AUTHORS: Teixeira, Rafael; Mário Antunes; João Paulo Barraca; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: IEEE 11th International Conference on Data Science and Advanced Analytics (DSAA) in 2024 IEEE 11TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS, DSAA 2024
AUTHORS: Teixeira, Rafael; Mário Antunes; João Paulo Barraca; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: IEEE 11th International Conference on Data Science and Advanced Analytics (DSAA) in 2024 IEEE 11TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS, DSAA 2024
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