Mário Antunes

70 papers B 8C 8Misc 1Journal 22Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Pasture Plant's Dataset. Data Rafael Curado, Pedro Gonçalves, Maria R. Marques, Mário Antunes
2025	J	`jnl`	A Review of the Current Usage of AI/ML for Radio Access Network (RAN). IEEE Access Alaa AlZailaa, Julio Corona, Rafael Teixeira, Hao Ran Chi, Mário Antunes, Ayman Radwan, Rui L. Aguiar
2025	J	`jnl`	Beyond performance comparing the costs of applying Deep and Shallow Learning. Comput. Commun. Rafael Teixeira, Leonardo Almeida, Pedro Rodrigues, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2025	J	`jnl`	Efficient training: Federated learning cost analysis. Big Data Res. Rafael Teixeira, Leonardo Almeida, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2025	J	`jnl`	Explainable AI for industrial fault diagnosis: A systematic review. J. Ind. Inf. Integr. José Cação, José Santos, Mário Antunes
2025	B	`conf`	Exploring Recommendations Attacks Through Blind Optimization. DS Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025	C	`conf`	Impact of Resource Heterogeneity on MLOps Stages: A Computational Efficiency Study. ICSOFT Julio Corona, Pedro Rodrigues, Mário Antunes, Rui L. Aguiar
2025	—	`conf`	Intelligent Task Placement: Assessing the Cost of Deep Reinforcement Learning. FiCloud Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025	J	`jnl`	Kneeliverse: A universal knee-detection library for performance curves. SoftwareX Mário Antunes, Tyler Estro, Pranav Bhandari, Anshul Gandhi, Geoff Kuenning, Yifei Liu, Carl A. Waldspurger, Avani Wildani, Erez Zadok
2025	—	`conf`	Learning How Federated Learning Learns: A Predictive Modeling Approach. FiCloud Rafael Teixeira, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2025	J	`jnl`	Leveraging decentralized communication for privacy-preserving federated learning in 6G Networks. Comput. Commun. Rafael Teixeira, Gabriele Baldoni, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2025	B	`conf`	Modeling and Predicting Machine Learning Performance. ICTAI Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025	J	`jnl`	Rethinking security: the resilience of shallow ML models. Int. J. Data Sci. Anal. Rafael Teixeira, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2025	—	`conf`	Smart Starts: Accelerating Convergence Through Uncommon Region Exploration. GECCO Companion Xinyu Zhang, Mário Antunes, Tyler Estro, Erez Zadok, Klaus Mueller
2025	J	`jnl`	Smart Starts: Accelerating Convergence through Uncommon Region Exploration. CoRR Xinyu Zhang, Mário Antunes, Tyler Estro, Erez Zadok, Klaus Mueller
2025	—	`conf`	Towards Cost Estimation of DRL for Task Scheduling and Placement. EUROCON Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025	—	`conf`	Understanding the Influence of Data Characteristics on Explainable AI. EuCNC/6G Summit Julio Corona, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2025	B	`conf`	Understanding what Federated Learning Models Learn: a Comparative Study with Traditional Models. WiMob Rafael Teixeira, Leonardo Almeida, Pedro Rodrigues, Julio Corona, Mário Antunes, Rui L. Aguiar
2024	J	`jnl`	Accelerating multi-tier storage cache simulations using knee detection. Perform. Evaluation Tyler Estro, Mário Antunes, Pranav Bhandari, Anshul Gandhi, Geoff Kuenning, Yifei Liu, Carl A. Waldspurger, Avani Wildani, Erez Zadok
2024	J	`jnl`	Comparison of Semantic Similarity Models on Constrained Scenarios. Inf. Syst. Frontiers Rafael Teixeira, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2024	—	`conf`	From Black Box to Transparency: Consistency and Cost within XAI. GLOBECOM (Workshops) Julio Corona, Pedro Rodrigues, Leonardo Almeida, Rafael Teixeira, Mário Antunes, Rui L. Aguiar
2024	—	`conf`	Improving Automotive Aftermarket Forecasting with MLOps. FiCloud Pedro Sobral, Rafael Teixeira, Ricardo Marques, Nuno Figueiredo, Mário Antunes, Diogo Gomes
2024	C	`conf`	Machine learning-driven fault identification and classification: a two-step approach for industrial applications. ISM José Cação, José Santos, Mário Antunes, António Completo
2024	C	`conf`	Optimising Data Processing in Industrial Settings: A Comparative Evaluation of Dimensionality Reduction Approaches. IoTBDS José Cação, Mário Antunes, José Santos, Miguel Monteiro
2024	B	`conf`	Rethinking Security: The Resilience of Shallow ML Models (Extended Abstract). DSAA Rafael Teixeira, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2024	—	`conf`	Shallow vs. Deep Learning: Prioritizing Efficiency in Next Generation Networks. FiCloud Rafael Teixeira, Leonardo Almeida, Pedro Rodrigues, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2023	—	`conf`	Eco-Friendly Intrusion Detection: Evaluating Energy Costs of Learning. WF-IoT Julio Corona, Mário Antunes, Rui L. Aguiar
2023	B	`conf`	Exploring the Intricacies of Neural Network Optimization. DS Rafael Teixeira, Mário Antunes, Rúben Sobral, João Martins, Diogo Gomes, Rui L. Aguiar
2023	B	`conf`	Guiding Simulations of Multi-Tier Storage Caches Using Knee Detection. MASCOTS Tyler Estro, Mário Antunes, Pranav Bhandari, Anshul Gandhi, Geoff Kuenning, Yifei Liu, Carl A. Waldspurger, Avani Wildani, Erez Zadok
2023	J	`jnl`	Home Comfort Dataset: Acquired from SGH. Data Mariana Santos, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2023	J	`jnl`	Industrial Internet of Things over 5G: A Practical Implementation. Sensors José Meira, Gonçalo Matos, André Perdigão, José Cação, Carlos Resende, Waldir Moreira, Mário Antunes, José Quevedo, Ruben Moutinho, João Oliveira, Pedro Rendeiro, Pedro Oliveira, Antonio Oliveira Jr., José Santos, Rui L. Aguiar
2023	C	`conf`	Intelligent Assistant for Smart Factory Power Management. ISM José Cação, Mário Antunes, José Santos, Diogo Gomes
2023	—	`conf`	Real-World Indoor Location Assessment with Unmodified RFID Antennas. ICPRAM (Revised Selected Papers) Pedro Sobral, Rui Santos, Ricardo Alexandre, Pedro Marques, Mário Antunes, João Paulo Barraca, João Silva, Nuno Ferreira
2023	—	`conf`	The learning costs of Federated Learning in constrained scenarios. FiCloud Rafael Teixeira, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2023	C	`conf`	Towards Improved Indoor Location with Unmodified RFID Systems. ICPRAM Rui Santos, Ricardo Alexandre, Pedro Marques, Mário Antunes, João Paulo Barraca, João Silva, Nuno Ferreira
2022	—	`conf`	Design and Evaluation of a Low-Latency CPC Environment for Virtual IEDs. CloudNet Ricardo Carvalho, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2022	—	`conf`	Improve Contextual IoT service discovery with semantic models. FiCloud Mário Antunes, José Quevedo, Diogo Gomes, Rui L. Aguiar
2021	J	`jnl`	Building an IoT Platform Based on Service Containerisation. Sensors Mário Antunes, Ana Rita Santiago, Sérgio Manso, Diogo Domingues Regateiro, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2021	B	`conf`	Misalignment problem in matrix decomposition with missing values. DSAA Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2021	J	`jnl`	Misalignment problem in matrix decomposition with missing values. Mach. Learn. Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2021	—	`conf`	Root Cause Analysis in 5G/6G Networks. FiCloud Dinis Canastro, Ricardo Rocha, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2021	—	`conf`	Semantic similarity on constraints datasets: A latent approach. FiCloud Mário Antunes, Diogo Gomes, Rui L. Aguiar
2021	—	`conf`	Using ML to increase the efficiency of solar energy usage in HVAC. SA Emre Kilinç, Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2020	—	`conf`	Applying Reinforcement Learning in Context Limited Environments. ICHMS Diogo Ferreira, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2020	J	`jnl`	Assessing sheep behavior through low-power microcontrollers in smart agriculture scenarios. Comput. Electron. Agric. Luís Nóbrega, Pedro Gonçalves, Mário Antunes, Daniel Corujo
2020	J	`jnl`	Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance. Inf. Sofia Fernandes, Mário Antunes, Ana Rita Santiago, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2019	—	`conf`	AL and S Methods: Two Extensions for L-Method. FiCloud Mário Antunes, Henrique Aguiar, Diogo Gomes
2019	—	`conf`	CLASSY: A Conversational Aware Suggestion System. UCAmI Diogo Ferreira, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2019	—	`conf`	Predictive Maintenance System for Efficiency Improvement of Heating Equipment. BigDataService Ana Rita Santiago, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2019	—	`conf`	SCoTv2: Large Scale Data Acquisition, Processing, and Visualization Platform. FiCloud Ana Rita Santiago, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2019	C	`conf`	Stream Generation: Markov Chains vs GANs. IoTBDS Ricardo Jesus, Mário Antunes, Petia Georgieva, Diogo Gomes, Rui L. Aguiar
2018	—	`conf`	Knee/Elbow Estimation Based on First Derivative Threshold. BigDataService Mário Antunes, Diogo Gomes, Rui L. Aguiar
2018	—	`conf`	Knee/Elbow Point Estimation through Thresholding. FiCloud Mário Antunes, Joana Ribeiro, Diogo Gomes, Rui L. Aguiar
2018	J	`jnl`	Modelling Patterns in Continuous Streams of Data. Open J. Big Data Ricardo Jesus, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2018	C	`conf`	The Impact of Clustering for Learning Semantic Categories. IoTBDS Mário Antunes, Diogo Gomes, Rui L. Aguiar
2018	J	`jnl`	Towards IoT data classification through semantic features. Future Gener. Comput. Syst. Mário Antunes, Diogo Gomes, Rui L. Aguiar
2017	C	`conf`	Extracting Knowledge from Stream Behavioural Patterns. IoTBDS Ricardo Jesus, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2017	—	`conf`	Improve IoT/M2M Data Organization Based on Stream Patterns. FiCloud Mário Antunes, Ricardo Jesus, Diogo Gomes, Rui L. Aguiar
2016	—	`conf`	Learning Semantic Features from Web Services. FiCloud Mário Antunes, Diogo Nuno Pereira Gomes, Rui L. Aguiar
2016	J	`jnl`	On the application of contextual IoT service discovery in Information Centric Networks. Comput. Commun. José Quevedo, Mário Antunes, Daniel Corujo, Diogo Gomes, Rui L. Aguiar
2016	J	`jnl`	Scalable semantic aware context storage. Future Gener. Comput. Syst. Mário Antunes, Diogo Gomes, Rui L. Aguiar
2015	—	`conf`	Semantic Features for Context Organization. FiCloud Mário Antunes, Diogo Gomes, Rui L. Aguiar
2014	J	`jnl`	A Context-Aware Framework for Collaborative Activities in Pervasive Communities. Int. J. Distributed Syst. Technol. Christopher Lima, Mário Antunes, Diogo Gomes, Rui L. Aguiar, Telma Mota
2014	—	`conf`	Context storage for M2M scenarios. ICC Mário Antunes, Diogo Gomes, Rui L. Aguiar
2014	—	`conf`	Semantic-Based Publish/Subscribe for M2M. CyberC Mário Antunes, Diogo Gomes, Rui L. Aguiar
2014	—	`conf`	Unified Platform for M2M Telco Providers. UCAmI Mário Antunes, João Paulo Barraca, Diogo Gomes, Paulo Oliveira, Rui L. Aguiar
2013	Misc	`conf`	Aerial Ball Perception Based on the Use of a Single Perspective Camera. EPIA João M. Silva, Mário Antunes, Nuno Lau, António J. R. Neves, Luís Seabra Lopes
2013	—	`conf`	Contour-Based Object Extraction and Clutter Removal for Semantic Vision. ICIAR Mário Antunes, Luís Seabra Lopes
2013	B	`conf`	Social Awareness in Pervasive Communities for Collaborative Work. Intelligent Environments (Workshops) Christopher Lima, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2013	—	`conf`	Unsupervised Internet-Based Category Learning for Object Recognition. ICIAR Mário Antunes, Luís Seabra Lopes