Mário Antunes

J. Ind. Inf. Integr., 2025

Leveraging decentralized communication for privacy-preserving federated learning in 6G Networks.

[BibT_eX]

[DOI]

Comput. Commun., 2025

Efficient training: Federated learning cost analysis.

[BibT_eX]

[DOI]

Big Data Res., 2025

A Review of the Current Usage of AI/ML for Radio Access Network (RAN).

[BibT_eX]

[DOI]

IEEE Access, 2025

Impact of Resource Heterogeneity on MLOps Stages: A Computational Efficiency Study.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Software Technologies, 2025

Towards Cost Estimation of DRL for Task Scheduling and Placement.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Smart Technologies, 2025

Understanding the Influence of Data Characteristics on Explainable AI.

[BibT_eX]

[DOI]

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2025

2024

Comparison of Semantic Similarity Models on Constrained Scenarios.

[BibT_eX]

[DOI]

Inf. Syst. Frontiers, August, 2024

Accelerating multi-tier storage cache simulations using knee detection.

[BibT_eX]

[DOI]

Perform. Evaluation, 2024

Machine learning-driven fault identification and classification: a two-step approach for industrial applications.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), 2024

Optimising Data Processing in Industrial Settings: A Comparative Evaluation of Dimensionality Reduction Approaches.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Internet of Things, 2024

From Black Box to Transparency: Consistency and Cost within XAI.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2024, 2024

Shallow vs. Deep Learning: Prioritizing Efficiency in Next Generation Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Future Internet of Things and Cloud, 2024

Improving Automotive Aftermarket Forecasting with MLOps.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Future Internet of Things and Cloud, 2024

Rethinking Security: The Resilience of Shallow ML Models (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

2023

Home Comfort Dataset: Acquired from SGH.

[BibT_eX]

[DOI]

Data, March, 2023

Industrial Internet of Things over 5G: A Practical Implementation.

[BibT_eX]

[DOI]

Sensors, 2023

Eco-Friendly Intrusion Detection: Evaluating Energy Costs of Learning.

[BibT_eX]

[DOI]

Julio Corona

Proceedings of the 9th IEEE World Forum on Internet of Things, 2023

Guiding Simulations of Multi-Tier Storage Caches Using Knee Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st International Symposium on Modeling, 2023

Intelligent Assistant for Smart Factory Power Management.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Real-World Indoor Location Assessment with Unmodified RFID Antennas.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition Applications and Methods, 2023

Towards Improved Indoor Location with Unmodified RFID Systems.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

The learning costs of Federated Learning in constrained scenarios.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023

Exploring the Intricacies of Neural Network Optimization.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

Improve Contextual IoT service discovery with semantic models.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022

Design and Evaluation of a Low-Latency CPC Environment for Virtual IEDs.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Cloud Networking, 2022

2021

Building an IoT Platform Based on Service Containerisation.

[BibT_eX]

[DOI]

Diogo Domingues Regateiro

Ana Rita Santiago

Sérgio Manso

João Paulo Barraca

Sensors, 2021

Misalignment problem in matrix decomposition with missing values.

[BibT_eX]

[DOI]

Mach. Learn., 2021

Using ML to increase the efficiency of solar energy usage in HVAC.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Societal Automation, 2021

Root Cause Analysis in 5G/6G Networks.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Future Internet of Things and Cloud, 2021

Semantic similarity on constraints datasets: A latent approach.

[BibT_eX]

[DOI]

Rui Américo Ferreira da Costa

Proceedings of the 8th International Conference on Future Internet of Things and Cloud, 2021

2020

Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance.

[BibT_eX]

[DOI]

Inf., 2020

Effect of the initial configuration of weights on the training and function of artificial neural networks.

[BibT_eX]

[DOI]

Ricardo J. Jesus

Mário Luis Pinto Antunes

Sergey N. Dorogovtsev

José Fernando Ferreira Mendes

CoRR, 2020

Assessing sheep behavior through low-power microcontrollers in smart agriculture scenarios.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2020

Applying Reinforcement Learning in Context Limited Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

2019

CLASSY: A Conversational Aware Suggestion System.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019

Stream Generation: Markov Chains vs GANs.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Internet of Things, 2019

SCoTv2: Large Scale Data Acquisition, Processing, and Visualization Platform.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019

AL and S Methods: Two Extensions for L-Method.

[BibT_eX]

[DOI]

Henrique Aguiar

Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019

Predictive Maintenance System for Efficiency Improvement of Heating Equipment.

[BibT_eX]

[DOI]

Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

2018

Knowledge extraction from semi-structured sources

[BibT_eX]

[DOI]

Mário Luis Pinto Antunes

PhD thesis, 2018

Modelling Patterns in Continuous Streams of Data.

[BibT_eX]

[DOI]

Open J. Big Data, 2018

Towards IoT data classification through semantic features.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

The Impact of Clustering for Learning Semantic Categories.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Internet of Things, 2018

Knee/Elbow Point Estimation through Thresholding.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018

Knee/Elbow Estimation Based on First Derivative Threshold.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Big Data Computing Service and Applications, 2018

2017

Extracting Knowledge from Stream Behavioural Patterns.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Internet of Things, 2017

Improve IoT/M2M Data Organization Based on Stream Patterns.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Future Internet of Things and Cloud, 2017

2016

Scalable semantic aware context storage.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2016

On the application of contextual IoT service discovery in Information Centric Networks.

[BibT_eX]

[DOI]

Comput. Commun., 2016

Learning Semantic Features from Web Services.

[BibT_eX]

[DOI]

Diogo Nuno Pereira Gomes

Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud, 2016

2015

Semantic Features for Context Organization.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015

2014

A Context-Aware Framework for Collaborative Activities in Pervasive Communities.

[BibT_eX]

[DOI]

Int. J. Distributed Syst. Technol., 2014

Unified Platform for M2M Telco Providers.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014

Context storage for M2M scenarios.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Semantic-Based Publish/Subscribe for M2M.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2014

2013

Social Awareness in Pervasive Communities for Collaborative Work.

[BibT_eX]

[DOI]

Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013

Unsupervised Internet-Based Category Learning for Object Recognition.

[BibT_eX]

[DOI]

Luís Seabra Lopes

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Contour-Based Object Extraction and Clutter Removal for Semantic Vision.

[BibT_eX]

[DOI]