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Mário Antunes 0001

Mário Luis Pinto Antunes

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affiliation: University of Aveiro, Portugal

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Books and Theses

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2018
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Mário Luis Pinto Antunes:
Knowledge extraction from semi-structured sources. University of Aveiro, Portugal, 2018

Journal Articles

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2024
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Rafael Teixeira, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Comparison of Semantic Similarity Models on Constrained Scenarios. Inf. Syst. Frontiers 26(4): 1307-1330 (2024)
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Tyler Estro, Mário Antunes, Pranav Bhandari, Anshul Gandhi, Geoff Kuenning, Yifei Liu, Carl A. Waldspurger, Avani Wildani, Erez Zadok:
Accelerating multi-tier storage cache simulations using knee detection. Perform. Evaluation 164: 102410 (2024)
2023
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Mariana Santos, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Home Comfort Dataset: Acquired from SGH. Data 8(3): 58 (2023)
[j10]
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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:
Industrial Internet of Things over 5G: A Practical Implementation. Sensors 23(11): 5199 (2023)
2021
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Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Misalignment problem in matrix decomposition with missing values. Mach. Learn. 110(11): 3157-3175 (2021)
[j8]
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Mário Antunes, Ana Rita Santiago, Sérgio Manso, Diogo Domingues Regateiro, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar:
Building an IoT Platform Based on Service Containerisation. Sensors 21(19): 6688 (2021)
2020
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Luís Nóbrega, Pedro Gonçalves, Mário Antunes, Daniel Corujo:
Assessing sheep behavior through low-power microcontrollers in smart agriculture scenarios. Comput. Electron. Agric. 173: 105444 (2020)
[j6]
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Sofia Fernandes, Mário Antunes, Ana Rita Santiago, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar:
Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance. Inf. 11(4): 208 (2020)
2018
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Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Towards IoT data classification through semantic features. Future Gener. Comput. Syst. 86: 792-798 (2018)
[j4]
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Ricardo Jesus, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Modelling Patterns in Continuous Streams of Data. Open J. Big Data 4(1): 1-13 (2018)
2016
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José Quevedo, Mário Antunes, Daniel Corujo, Diogo Gomes, Rui L. Aguiar:
On the application of contextual IoT service discovery in Information Centric Networks. Comput. Commun. 89-90: 117-127 (2016)
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Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Scalable semantic aware context storage. Future Gener. Comput. Syst. 56: 675-683 (2016)
2014
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Christopher Lima, Mário Antunes, Diogo Gomes, Rui L. Aguiar, Telma Mota:
A Context-Aware Framework for Collaborative Activities in Pervasive Communities. Int. J. Distributed Syst. Technol. 5(2): 31-43 (2014)

Conference and Workshop Papers

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2024
[c34]
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José Cação, Mário Antunes, José Santos, Miguel Monteiro:
Optimising Data Processing in Industrial Settings: A Comparative Evaluation of Dimensionality Reduction Approaches. IoTBDS 2024: 119-130
2023
[c33]
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Rafael Teixeira, Mário Antunes, Rúben Sobral, João Martins, Diogo Gomes, Rui L. Aguiar:
Exploring the Intricacies of Neural Network Optimization. DS 2023: 18-32
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Rafael Teixeira, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
The learning costs of Federated Learning in constrained scenarios. FiCloud 2023: 18-25
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Pedro Sobral, Rui Santos, Ricardo Alexandre, Pedro Marques, Mário Antunes, João Paulo Barraca, João Silva, Nuno Ferreira:
Real-World Indoor Location Assessment with Unmodified RFID Antennas. ICPRAM (Revised Selected Papers) 2023: 33-45
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Rui Santos, Ricardo Alexandre, Pedro Marques, Mário Antunes, João Paulo Barraca, João Silva, Nuno Ferreira:
Towards Improved Indoor Location with Unmodified RFID Systems. ICPRAM 2023: 156-163
[c29]
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Tyler Estro, Mário Antunes, Pranav Bhandari, Anshul Gandhi, Geoff Kuenning, Yifei Liu, Carl A. Waldspurger, Avani Wildani, Erez Zadok:
Guiding Simulations of Multi-Tier Storage Caches Using Knee Detection. MASCOTS 2023: 1-8
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Julio Corona, Mário Antunes, Rui L. Aguiar:
Eco-Friendly Intrusion Detection: Evaluating Energy Costs of Learning. WF-IoT 2023: 1-6
2022
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  - conf/cloudnet/CarvalhoABGA22
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Ricardo Carvalho, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar:
Design and Evaluation of a Low-Latency CPC Environment for Virtual IEDs. CloudNet 2022: 272-276
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Mário Antunes, José Quevedo, Diogo Gomes, Rui L. Aguiar:
Improve Contextual IoT service discovery with semantic models. FiCloud 2022: 227-233
2021
[c25]
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Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Misalignment problem in matrix decomposition with missing values. DSAA 2021: 1-2
[c24]
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Dinis Canastro, Ricardo Rocha, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Root Cause Analysis in 5G/6G Networks. FiCloud 2021: 217-224
[c23]
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Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Semantic similarity on constraints datasets: A latent approach. FiCloud 2021: 256-261
[c22]
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  - conf/sa/KilincFAGA21
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Emre Kilinç, Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Using ML to increase the efficiency of solar energy usage in HVAC. SA 2021: 1-4
2020
[c21]
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Diogo Ferreira, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Applying Reinforcement Learning in Context Limited Environments. ICHMS 2020: 1-6
2019
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Ana Rita Santiago, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar:
Predictive Maintenance System for Efficiency Improvement of Heating Equipment. BigDataService 2019: 93-98
[c19]
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Ana Rita Santiago, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar:
SCoTv2: Large Scale Data Acquisition, Processing, and Visualization Platform. FiCloud 2019: 318-323
[c18]
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Mário Antunes, Henrique Aguiar, Diogo Gomes:
AL and S Methods: Two Extensions for L-Method. FiCloud 2019: 371-376
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Ricardo Jesus, Mário Antunes, Petia Georgieva, Diogo Gomes, Rui L. Aguiar:
Stream Generation: Markov Chains vs GANs. IoTBDS 2019: 177-184
[c16]
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Diogo Ferreira, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
CLASSY: A Conversational Aware Suggestion System. UCAmI 2019: 40
2018
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Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Knee/Elbow Estimation Based on First Derivative Threshold. BigDataService 2018: 237-240
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Mário Antunes, Joana Ribeiro, Diogo Gomes, Rui L. Aguiar:
Knee/Elbow Point Estimation through Thresholding. FiCloud 2018: 413-419
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Mário Antunes, Diogo Gomes, Rui L. Aguiar:
The Impact of Clustering for Learning Semantic Categories. IoTBDS 2018: 320-327
2017
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Mário Antunes, Ricardo Jesus, Diogo Gomes, Rui L. Aguiar:
Improve IoT/M2M Data Organization Based on Stream Patterns. FiCloud 2017: 105-111
[c11]
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Ricardo Jesus, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Extracting Knowledge from Stream Behavioural Patterns. IoTBDS 2017: 419-423
2016
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Mário Antunes, Diogo Nuno Pereira Gomes, Rui L. Aguiar:
Learning Semantic Features from Web Services. FiCloud 2016: 270-275
2015
[c9]
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Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Semantic Features for Context Organization. FiCloud 2015: 87-92
2014
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Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Semantic-Based Publish/Subscribe for M2M. CyberC 2014: 256-263
[c7]
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Mário Luis Pinto Antunes, Diogo Nuno Pereira Gomes, Rui Luis Andrade Aguiar:
Scalable Semantic Aware Context Storage. FiCloud 2014: 152-158
[c6]
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Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Context storage for M2M scenarios. ICC 2014: 3664-3669
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Mário Antunes, João Paulo Barraca, Diogo Gomes, Paulo Oliveira, Rui L. Aguiar:
Unified Platform for M2M Telco Providers. UCAmI 2014: 436-443
2013
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João M. Silva, Mário Antunes, Nuno Lau, António J. R. Neves, Luís Seabra Lopes:
Aerial Ball Perception Based on the Use of a Single Perspective Camera. EPIA 2013: 235-246
[c3]
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Mário Antunes, Luís Seabra Lopes:
Contour-Based Object Extraction and Clutter Removal for Semantic Vision. ICIAR 2013: 170-180
[c2]
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Mário Antunes, Luís Seabra Lopes:
Unsupervised Internet-Based Category Learning for Object Recognition. ICIAR 2013: 766-773
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  - conf/intenv/LimaAGA13
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Christopher Lima, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Social Awareness in Pervasive Communities for Collaborative Work. Intelligent Environments (Workshops) 2013: 110-115

Informal and Other Publications

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2020
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  - journals/corr/abs-2012-02550
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Ricardo J. Jesus, Mário Luis Pinto Antunes, Rui Américo Ferreira da Costa, Sergey N. Dorogovtsev, José Fernando Ferreira Mendes, Rui L. Aguiar:
Effect of the initial configuration of weights on the training and function of artificial neural networks. CoRR abs/2012.02550 (2020)

Coauthor Index

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