Mário Luís Pinto Antunes
AuthID: R-000-X2P
21
TITLE: Smart Starts: Accelerating Convergence Through Uncommon Region Exploration
AUTHORS: Xinyu Zhang; Mário Antunes; Tyler Estro; Erez Zadok; Klaus Mueller;
PUBLISHED: 2025, SOURCE: GECCO Companion
AUTHORS: Xinyu Zhang; Mário Antunes; Tyler Estro; Erez Zadok; Klaus Mueller;
PUBLISHED: 2025, SOURCE: GECCO Companion
INDEXED IN: 
DBLP
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DBLP22
TITLE: Modeling and Predicting Machine Learning Performance
AUTHORS: Julio Corona; Rafael Teixeira; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: ICTAI
AUTHORS: Julio Corona; Rafael Teixeira; Mário Antunes; Rui L Aguiar;
PUBLISHED: 2025, SOURCE: ICTAI
INDEXED IN: DBLP
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DBLP23
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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DBLP24
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.
25
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
INDEXED IN: Scopus WOS
Scopus WOS26
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
27
TITLE: Rethinking Security: The Resilience of Shallow ML Models (Extended Abstract)
AUTHORS: Teixeira, Rafael; Mário Antunes; Barraca, Joao Paulo; 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; Barraca, Joao Paulo; 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
INDEXED IN: Scopus WOS DBLP
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DBLP28
TITLE: Shallow vs. Deep Learning: Prioritizing Efficiency in Next Generation Networks
AUTHORS: Teixeira, Rafael; Almeida, Leonardo; Rodrigues, Pedro; Mário Antunes; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: 11th International Conference on Future Internet of Things and Cloud in 2024 11TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD, FICLOUD 2024
AUTHORS: Teixeira, Rafael; Almeida, Leonardo; Rodrigues, Pedro; Mário Antunes; Gomes, Diogo; Aguiar, Rui L.;
PUBLISHED: 2024, SOURCE: 11th International Conference on Future Internet of Things and Cloud in 2024 11TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD, FICLOUD 2024
INDEXED IN: Scopus WOS DBLP
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DBLP29
TITLE: Improving Automotive Aftermarket Forecasting with MLOps
AUTHORS: Sobral, Pedro; Teixeira, Rafael; Marques, Ricardo; Figueiredo, Nuno; Mário Antunes; Gomes, Diogo;
PUBLISHED: 2024, SOURCE: 11th International Conference on Future Internet of Things and Cloud in 2024 11TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD, FICLOUD 2024
AUTHORS: Sobral, Pedro; Teixeira, Rafael; Marques, Ricardo; Figueiredo, Nuno; Mário Antunes; Gomes, Diogo;
PUBLISHED: 2024, SOURCE: 11th International Conference on Future Internet of Things and Cloud in 2024 11TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD, FICLOUD 2024
INDEXED IN: Scopus WOS DBLP
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DBLP30
TITLE: Intelligent Assistant for Smart Factory Power Management
AUTHORS: José Cação; Mário Antunes; José Santos; Diogo Gomes;
PUBLISHED: 2024, SOURCE: Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), Prague, Czech Republic, 20-22 November 2024., VOLUME: 232
AUTHORS: José Cação; Mário Antunes; José Santos; Diogo Gomes;
PUBLISHED: 2024, SOURCE: Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), Prague, Czech Republic, 20-22 November 2024., VOLUME: 232
INDEXED IN: DBLP
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