Mário Luis Pinto Antunes

Mário Antunes

Academic position:	Researcher
Joining date:	01-09-2011
Roles in IT:	Researcher
Thematic Line:	Networks and Services
Group:	Telecommunications and Networking – Av

Email: Send Email
Address: IT – Aveiro
Instituto de Telecomunicações
Campus Universitário de Santiago
P-3810-193 AVEIRO - PORTUGAL
Tel: +351 234 377 900
Fax: +351 234 377 901

https://www.orcid.org/0000-0002-6504-9441

Scientific Achievements

Degrees

PhD, Universidade de Aveiro, 06-12-2018

Academic Activities

1Supervision of MSc theses

As Co-supervisor

Segurança e otimização de processos de distribuição, MSc Student, Borys Chystov, Expected conclusion 12-2021

Publications

9Papers in Journals

S. F. Fernandes, M. Antunes, D.G. Gomes, R. Aguiar, Misalignment problem in matrix decomposition with missing values, Machine Learning, Vol. 0, No. 0, pp. 1 - 19, April, 2021 | Full text (PDF 3 MBs) | BibTex
L. Nóbrega, P. Gonçalves, M. Antunes, D. Corujo, Assessing sheep behaviour through low-power microcontrollers in smart agriculture scenarios, Computers and Electronics in Agriculture, Vol. 173, No. 105444, pp. 1 - 11, June, 2020 | Full text (PDF 1 MB) | BibTex
C. Fernandes, M. Antunes, A. Santiago, J. P. Barraca, D.G. Gomes, R. Aguiar, Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance, Information (Switzerland), Vol. 11, No. 4, pp. 208 - 208, April, 2020,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, Towards IoT data classification through semantic features, Future Generation Computer Systems, Vol. 0, No. 0, pp. 0 - 0, March, 2018,
| Abstract | BibTex
R. Jesus, M. Antunes, D.G. Gomes, R. Aguiar, Modelling patterns in continuous streams of data, Open Journal of Big Data, Vol. 0, No. 0, pp. 0 - 0, December, 2017,
| Abstract | BibTex
M. Antunes, J. P. Barraca, D.G. Gomes, R. Aguiar, Smart Cloud of Things: An Evolved IoT Platform for Telco Providers, Journal of Ambient Wireless Communications and Smart Environments, Vol. 1, No. 1, pp. 1 - 24, July, 2016,
| Abstract | BibTex
J. Quevedo, M. Antunes, D. Corujo, D.G. Gomes, R. Aguiar, On the application of contextual IoT service discovery in Information Centric Networks, Computer Communications, Vol. 89-90, No. 1, pp. 117 - 127, March, 2016,
| Abstract | Full text (PDF 404 KBs) | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, Scalable Semantic Aware Context Storage, Future Generation Computer Systems, Vol. 56, No. 1, pp. 675 - 683, March, 2016,
| Abstract | Full text (PDF 422 KBs) | BibTex
J. P. Barraca, M. Antunes, D.G. Gomes, P. O. Oliveira, R. Aguiar, Smart Cloud of Things: an evolved IoT platform for Telco providers, Journal of Ambient Wireless Communications and Smart Environments, Vol. 1, No. 1, pp. 1 - 30, January, 2015 | BibTex

19Papers in Conferences

D. Ferreira, M. Antunes, D.G. Gomes, R. Aguiar, Applying Reinforcement Learning in Context Limited Environments, IEEE International Conference on Human-Machine Systems (ICHMS), Rome, Italy, Vol., pp. -, September, 2020 | BibTex
M. Antunes, H. A. Aguiar, D.G. Gomes, R. Aguiar, AL and S Methods: Two Extensions for L-Method, IEEE International Conference on Future Internet of Things and Cloud FICLOUD, Istanbul, Turkey, Vol., pp. -, August, 2019 | BibTex
A. Santiago, M. Antunes, J. P. Barraca, D.G. Gomes, R. Aguiar, SCoTv2: Large Scale Data Acquisition, Processing, and Visualization Platform, IEEE International Conference on Future Internet of Things and Cloud FICLOUD, Istanbul, Turkey, Vol., pp. -, August, 2019 | BibTex
D.G. Gomes, R. Jesus, M. Antunes, P. Georgieva, R. Aguiar, Stream Generation: Markov Chains vs GANs, International Conference on Internet of Things, Big Data and Security IoTDBS, Crete, Greece, Vol., pp. -, June, 2019,
| Abstract | BibTex
J. P. Barraca, A. Santiago, M. Antunes, J. P. Barraca, D.G. Gomes, R. Aguiar, Predictive Maintenance System for Efficiency Improvement of Heating Equipment, IEEE BigDataService, Newark, United States, Vol., pp. -, April, 2019,
| Abstract | Full text (PDF 237 KBs) | BibTex
D.G. Gomes, J. Ribeiro, M. Antunes, R. Aguiar, Outlier identification in multivariate time series: boilers case study, International Conference on Time Series and Forecasting (ITISE), Granada, Spain, Vol., pp. -, September, 2018,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, J. Ribeiro, Knee/Elbow point estimation through thresholding, IEEE International Conference on Future Internet of Things and Cloud FICLOUD, Barcelona, Spain, Vol., pp. -, August, 2018,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, Knee/Elbow estimation based on first derivative threshold, IEEE BigDataService, Bamberg, Germany, Vol., pp. -, March, 2018,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, The Impact of Clustering for Learning Semantic Categories, INSTICC Int. Conf. on Internet of Things and Big Data IoTBD, Santa Cruz, Portugal, Vol., pp. -, March, 2018,
| Abstract | BibTex
M. Antunes, D.G. Gomes, J. P. Barraca, R. Aguiar, Vehicular dataset for road assessment conditions, IEEE International Smart Cities Conference ISC2, Wuxi, China, Vol., pp. -, September, 2017,
| Abstract | BibTex
M. Antunes, R. Jesus, D.G. Gomes, R. Aguiar, Improve IoT/M2M data organization based on stream patterns, IEEE International Conference on Future Internet of Things and Cloud FICLOUD, Prague, Czech Republic, Vol., pp. -, August, 2017,
| Abstract | BibTex
R. Jesus, M. Antunes, D.G. Gomes, R. Aguiar, Extracting Knowledge from Stream Behavioural Patterns, INSTICC Int. Conf. on Internet of Things and Big Data IoTBD, Porto, Portugal, Vol., pp. -, April, 2017,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, Learning Semantic Features from Web Services, IEEE International Conference on Future Internet of Things and Cloud FICLOUD, Vienna, Austria, Vol., pp. -, August, 2016,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, Semantic Features for Context Organization, IEEE International Conference on Future Internet of Things and Cloud FICLOUD, Rome, Italy, Vol., pp. -, August, 2015,
| Abstract | BibTex
M. Antunes, J. P. Barraca, D.G. Gomes, R. Aguiar, Unified Platform for M2M Telco Providers, Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services UCAmI, Belfast, United Kingdom, Vol., pp. -, December, 2014,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, Semantic-Based Publish/Subscribe for M2M, IEEE International Conference on Cyber-enabled distributed computing and knowledge discovery CyberC 2017, Shanghai, China, Vol., pp. -, October, 2014,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, Scalable Semantic Aware Context Storage, IEEE International Conference on Future Internet of Things and Cloud FICLOUD, Barcelona, Spain, Vol., pp. -, August, 2014,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, Context Storage for M2M Scenarios, IEEE International Conference on Communications - ICC, Sidney, Australia, Vol., pp. -, July, 2014,
| Abstract | BibTex
M. Antunes, D.G. Gomes, R. Aguiar, Towards behaviour inference in smart environments, The Conf. on Future Internet Communications - CFIC, Coimbra, Portugal, Vol., pp. -, May, 2013,
| Abstract | BibTex

Projects

Currently running projects5

Acronym	Name	Funding Agency	Start date	Ending date
5Growth	5G-enabled Growth in Vertical Industries	EU/H2020	01-06-2019	31-12-2021
NetEdge	SI I&DT Copromoção Nr. 069977 - NETEDGE - EDgE computing for end-users of optical Networks	P2020	01-12-2020	30-06-2023
SCALE	SI I&DT - Projetos em Copromoção Nr. 047210 - Scalable Centralized Grid Protection, Automation and Control	P2020	01-01-2021	30-06-2023
SDRT	SI I&DT Copromoção Nr. 070192 - SDRT Health - Software Defined Real-Time Health	P2020	04-04-2021	03-04-2023
TWIN	SI I&DT Copromoção Nr. 069557 - Twin: Plataforma híbrida de aprovisionamento de serviços e comunicações orquestradas para aplicações stateful com requisitos de latência e jitter	P2020	31-01-2021	30-06-2023

Closed Projects1

Acronym	Name	Funding Agency	Start date	Ending date
5GCONTACT	CONText-Aware Communications opTimization	FCT	04-10-2018	03-02-2021

Other Scientific Achievements

1Short Courses and Seminars

J. P. Barraca, D.G. Gomes, D. Corujo, O. Pereira, J. Ferreira, M. Antunes, H. Moreira, D. Bartashevich, J. Quevedo, C. Guimarães, BEST 2017 - Internet of Things - Anything, Anywhere, Anytime, Portugal, Aveiro, 09-2017

IT Member Profile

Mário Antunes

Scientific Achievements

As Co-supervisor

Currently running projects5

Closed Projects1