Personal information

Emails & domains

Verified email addresses

Verified email domains

Websites & social links

Linkedin

Other IDs

Ciência ID: 8B17-8BF2-C9BD

Keywords

AI, Deep Learning, Collaborative Models, Radio Planning, Industry 4.0, 5G, 6G

Countries

Portugal

Biography

Luís Mata is currently invited as an Adjunct Professor of Computer and Internet Networks at Instituto Superior de Engenharia de Lisboa (ISEL). Following over 25 years in the telecom sector, he joined CELFINET in 2021 as Lead Researcher within the R&D Department. He is a PhD student at Instituto Superior Técnico, Universidade de Lisboa (IST/UL), wherein he received his B.S. degree in Electrotechnical Engineering and Computers in 1996. His thesis focuses on using AI/ML to increase the efficiency of mobile networks. He holds an MBA degree received at AESE/IESE Business School, in Lisbon. His main interests are related to Network Sharing, 5G, Data Science, Artificial Intelligence, Machine Learning, and Industry 4.0.

Activities

Collapse all

Employment (6)

Instituto Politécnico de Lisboa (I.S.E.L.): Lisbon, Lisbon, PT

2021-10-01 to present | Invited Adjunct Professor - Computer Networks (ADEEC)
Employment
Source: Self-asserted source
Luís Mata

Celfinet: Lisboa, Lisboa, PT

2021-09-01 to present | Research Lead and Consultant (Research)
Employment
Source: Self-asserted source
Luís Mata

NOS Comunicações, S.A.: Lisbon, Lisbon, PT

2015-09-01 to 2021-05-31 | Senior Manager | Marketing | Product Management | New Business Development (Marketing and Strategy)
Employment
Source: Self-asserted source
Luís Mata

OPTIMUS/NOS Comunicações, S.A.: Lisbon, Lisbon, PT

1998-11-01 to 2015-08-31 | Head of Radio Access Network Engineering (Mobile Access Engineering)
Employment
Source: Self-asserted source
Luís Mata

Instituto Politécnico de Lisboa (I.S.E.L.): Lisbon, Lisbon, PT

1998-10-01 to 2005-06-30 | Assistant Professor -  Physics Applied to Electrotechnics (ADEEC)
Employment
Source: Self-asserted source
Luís Mata

Vodafone/Telecel Comunicações, S.A: Lisbon, Lisbon, PT

1997-01-07 to 1998-10-31 | Cell Planning Engineer (Radio Planning)
Employment
Source: Self-asserted source
Luís Mata

Education and qualifications (4)

Scrum.org: Lisbon, Lisbon, PT

2021-02-01 to present | Scrum Master (L1)
Qualification
Source: Self-asserted source
Luís Mata

Instituto Politécnico de Lisboa: Lisboa, Lisboa, PT

2021-01-11 to present | Specialist in Electrotecnical Engineering and Telecomunications (Engenharia Eletrotécnica e Computadores - Telecomunicações)
Qualification
Source: Self-asserted source
Luís Mata

AESE Business School: Lisboa, Lisboa, PT

2005-09-01 to 2007-06-25 | Executive MBA (AESE/IESE Business School)
Education
Source: Self-asserted source
Luís Mata

Instituto Superior Técnico: Lisbon, Lisbon, PT

1991-09-01 to 1996-07-25 | BSc Engenharia Electrotécnica e de Computadores (DEEC)
Education
Source: Self-asserted source
Luís Mata

Professional activities (1)

Ordem dos Engenheiros: Lisboa, Lisboa, PT

Senior Member (Engenharia Eletrotécnica )
Membership
Source: Self-asserted source
Luís Mata

Funding (1)

DEEPINAV

2022-09-01 to 2023-09-01 | Contract
Instituto Politécnico de Lisboa (Lisboa, PT)
GRANT_NUMBER:

IPL/2022/DEEPINAV/ISEL IDI\&CA
Source: check_circle
CIÊNCIAVITAE

Works (8)

Optimizing Energy and Spectral Efficiency in Mobile Networks: A Comprehensive Energy Sustainability Framework for Network Operators

IEEE Access
2025 | Journal article
DOI: 10.1109/ACCESS.2025.3536281
Contributors: Luís Mata; Marco Sousa; Pedro Vieira; Maria Paula Queluz; António Rodrigues
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Smart Trouble Ticket Management Approach for Mobile Networks Using Unsupervised Learning

2024 | Book chapter
SOURCE-WORK-ID:

cv-prod-id-3752903
Contributors: Mata, Luís
Source: check_circle
CIÊNCIAVITAE

On the Use of Spatial Graphs for Performance Degradation Root-Cause Analysis Toward Self-Healing Mobile Networks

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3361284
Contributors: Luís Mata; Marco Sousa; Pedro Vieira; Maria Paula Queluz; António Rodrigues
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Unraveling the Root Causes of Faults in Mobile Communications: A Comparative Analysis of Different Model Explainability Techniques

2024 | Journal article
SOURCE-WORK-ID:

cv-prod-id-3752913
Contributors: Mata, Luís
Source: check_circle
CIÊNCIAVITAE

Optimising Energy and Spectral Efficiency in Mobile Networks: A Comprehensive Energy Sustainability Framework for Network Operators

2024-11-13 | Preprint
DOI: 10.36227/techrxiv.173152648.80514045/v1
Contributors: Luís Mata; Marco Sousa; Pedro Vieira; Maria Paula Queluz; António Rodrigues
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Machine Learning Driven Methodology for Alarm Prediction Towards Self-Healing in Wireless Networks

2024 Wireless Telecommunications Symposium (WTS)
2024-04-04 | Conference paper
DOI: 10.1109/WTS60164.2024.10536674
SOURCE-WORK-ID:

cv-prod-id-3752874
Contributors: Mata, Luís
Source: check_circle
CIÊNCIAVITAE

Explainable Fault Analysis in Mobile Networks: A SHAP-Based Supervised Clustering Approach

2023 16th International Conference on Signal Processing and Communication System (ICSPCS)
2023-09-06 | Conference paper
DOI: 10.1109/icspcs58109.2023.10261152
Contributors: M. Cilínio; M. Pereira; D. Duarte; L. Mata; P. Vieira
Source: Self-asserted source
Luís Mata
grade
Preferred source (of 2)‎

On the Implementation of a Secure and Energetically Efficient NOC for Mobile Networks

2023 International Conference on Smart Applications, Communications and Networking (SmartNets)
2023-07-25 | Conference paper
DOI: 10.1109/smartnets58706.2023.10215763
Contributors: Luís Mata; Sinan Wannous; David Duarte; Eva Maia; Pedro Vieira; Isabel Praça
Source: Self-asserted source
Luís Mata
grade
Preferred source (of 2)‎
How many people are using ORCID?