Madalena Ramos Cilínio

Madalena Cilínio

Academic position:	MSc Student
Joining date:	01-09-2021
Roles in IT:	MSc Student
Thematic Line:	Wireless Technologies
Group:	Antennas and Propagation – Lx

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

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Scientific Achievements

Publications

2Papers in Journals

M. Cilínio, T. Saraiva, M. Sousa, P. Vieira, A. J. Rodrigues, An Adaptive Framework for Collective Anomaly Detection in Key Performance Indicators From Mobile Networks, IEEE Access, Vol. 13, No., pp. 105828 - 105849, June, 2025 | BibTex
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, July, 2024,
| Abstract | BibTex

2Papers in Conferences

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
M. Cilínio, DD Duarte, P. Vieira, A. J. Rodrigues, M.P. Queluz, Root Cause Analysis of Low Throughput situations using Boosting Algorithms and the TreeShap Analysis, IEEE 95th Vehicular Technology Conference: VTC2022-Spring, Helsinki, Finland, June, 2022 | BibTex

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IT Member Profile

Madalena Cilínio

Scientific Achievements