Luís Miguel Maia Bravo da Mata

Luís Mata

Academic position:	PhD Student
Joining date:	01-10-2021
Roles in IT:	PhD Student
Thematic Line:	Wireless Technologies
Group:	Radio Systems – Lx

Email: Send Email
Address: IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54

http://www.cienciavitae.pt/8B17-8BF2-C9BD

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Scientific Achievements

Thesis Information

A Causal AI Framework for Enhanced Efficiency Towards Sustainable Wireless Networks, Instituto Superior Técnico, PhD Student, Luís Miguel Maia Bravo da Mata, Supervisor: P. Vieira, Co-supervisor: A. J. Rodrigues, out-2021 - dez-2025

Publications

3Papers in Journals

Early Access

M. Cilínio, M. Pereira, DD Duarte, L. Mata, P. Vieira, Unraveling the root causes of faults in mobile communications: A comparative analysis of different model explainability techniques, AEU - International Journal of Electronics and Communications, Vol. 181, No., pp. 155339 - 155339, May, 2024,
| Abstract | BibTex

Published

L. Mata, M. Sousa, P. Vieira, M.P. Queluz, A. J. Rodrigues, Optimising Energy and Spectral Efficiency in Mobile Networks: A Comprehensive Energy Sustainability Framework for Network Operators, IEEE Access, Vol. 13, No., pp. 22342 - 22364, 2025 | BibTex
L. Mata, M. Sousa, P. Vieira, M.P. Queluz, A. J. Rodrigues, On the Use of Spatial Graphs for Performance Degradation Root-Cause Analysis Towards Self-Healing Mobile Networks, IEEE Access, Vol. 12, No., pp. 20490 - 20508, 2024 | Full text (PDF 3 MBs) | BibTex

4Papers in Conferences

L. Mata, M. Sousa, P. Vieira, M.P. Queluz, A. J. Rodrigues, A Machine Learning Driven Methodology for Alarm Prediction Towards Self-Healing in Wireless Networks, IEEE IEEE Wireless Telecommunications Symposium WTS, Oakland, United States, Vol., pp. -, April, 2024 | BibTex
T. Saraiva, DD Duarte, L. Mata, P. Vieira, A Smart Trouble Ticket Management Approach for Mobile Networks Using Unsupervised Learning, Wireless Personal Multimedia Communications Symp. - WPMC, Tampa, United States, Vol., pp. -, November, 2023 | BibTex
M. Cilínio, M. Pereira, DD Duarte, L. Mata, P. Vieira, Explainable Fault Analysis in Mobile Networks: A SHAP-based Supervised Clustering Approach, International Conf. on Signal Processing and Communication Systems - ICSPCS, Bydgoszcz, Poland, Vol., pp. -, September, 2023 | Full text (PDF 860 KBs) | BibTex
L. Mata, DD Duarte, E. Maia, P. Vieira, I. Praça, On the Implementation of a Secure and Energetically Efficient NOC for Mobile Networks, IEEE International Conference on Smart Applications, Communications and Networking SmartNets, Instambul, Turkey, Vol., pp. -, July, 2023 | BibTex

Related UN SDG

Activities from this researcher fall under the following United Nations Strategic Development Goals (SDGs):

IT Member Profile

Luís Mata

Scientific Achievements