Madalena Ramos Cilínio

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

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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

3Papers in Conferences

M. Sousa, M. Cilínio, T. Saraiva, L. Mata, P. Vieira, COOPER: An Open Dataset of Synthetic Mobile Network Performance Indicators for Reproducible Research, IEEE International conference on Telecommunications ICT, Thessaloniki, Greece, Vol., pp. -, May, 2026 | 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
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

Related UN SDG

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