Mário Luís Pinto Antunes
AuthID: R-000-X2P
11
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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DBLP12
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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DBLP13
TITLE: Explainable AI for industrial fault diagnosis: A systematic review
AUTHORS: José Cação; José Santos; Mário Antunes;
PUBLISHED: 2025, SOURCE: J. Ind. Inf. Integr., VOLUME: 47
AUTHORS: José Cação; José Santos; Mário Antunes;
PUBLISHED: 2025, SOURCE: J. Ind. Inf. Integr., VOLUME: 47
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DBLP14
TITLE: Beyond performance comparing the costs of applying Deep and Shallow Learning Full Text
AUTHORS: Rafael Teixeira; Leonardo Almeida; Pedro Rodrigues; Mário Antunes; Diogo Gomes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: COMPUTER COMMUNICATIONS, VOLUME: 243
AUTHORS: Rafael Teixeira; Leonardo Almeida; Pedro Rodrigues; Mário Antunes; Diogo Gomes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: COMPUTER COMMUNICATIONS, VOLUME: 243
INDEXED IN: 
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DBLP15
TITLE: Exploring Recommendations Attacks Through Blind Optimization
AUTHORS: Julio Corona; Rafael Teixeira; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science, DS 2025 in Discovery Science - 28th International Conference, DS 2025, Ljubljana, Slovenia, September 23-25, 2025, Proceedings, VOLUME: 16090
AUTHORS: Julio Corona; Rafael Teixeira; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: 28th International Conference on Discovery Science, DS 2025 in Discovery Science - 28th International Conference, DS 2025, Ljubljana, Slovenia, September 23-25, 2025, Proceedings, VOLUME: 16090
16
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
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DBLP17
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.
18
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
AUTHORS: Teixeira, Rafael; Mário Antunes; João Paulo Barraca; Gomes, Diogo ; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 4
AUTHORS: Teixeira, Rafael; Mário Antunes; João Paulo Barraca; Gomes, Diogo ; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, VOLUME: 20, ISSUE: 4
20
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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