Root Cause Analysis of Low Throughput Situations Using Boosting Algorithms and the TreeShap Analysis. - Madalena Cilínio; David Duarte; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (VTC Spring, 2022)

Explainable Fault Analysis in Mobile Networks: A SHAP-Based Supervised Clustering Approach. - Madalena Cilínio; Márcio Pereira; David Duarte; Luis A. Mata; Pedro Vieira 001 (ICSPCS, 2023)

An Adaptive Framework for Collective Anomaly Detection in Key Performance Indicators From Mobile Networks. - Madalena Cilínio; Thaina Saraiva; Marco Sousa; Pedro Vieira 001; António Rodrigues (IEEE Access, 2025)