Tracking Down High Interference and Low Coverage in 3G/4G Radio Networks Using Automatic RF Measurement Extraction. - Marco Sousa; André Martins 001; Pedro Vieira 001 (ICETE (Selected Papers), 2016)

Self-Diagnosing Low Coverage and High Interference in 3G/4G Radio Access Networks based on Automatic RF Measurement Extraction. - Marco Sousa; A. Martins; Pedro Vieira 001 (WINSYS, 2016)

Antenna tilt optimization using a novel QoE model based on 3G radio measurements. - V. Pedras; Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (WPMC, 2017)

A no-reference user centric QoE model for voice and web browsing based on 3G/4G radio measurements. - V. Pedras; Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (WCNC, 2018)

An Unsupervised Learning Approach for Performance and Configuration Optimization of 4G Networks. - Rui Miguel Maia Santos; Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (WCNC, 2019)

Optimizing the 4G Mobility Strategy after Diagnosing Network Sub-Performance Areas. - G. Jales; Marco Sousa; P. Vieiral (WPMC, 2019)

A No-Reference Video Streaming QoE Estimator based on Physical Layer 4G Radio Measurements. - D. Moura; Marco Sousa; Pedro Vieira 001; António Rodrigues; Maria Paula Queluz (WCNC, 2020)

A New 3D Beamforming Antenna Model for 5G Propagation Modeling based on Real Data. - André Alves; Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (WPMC, 2020)

Automated Joint Access and Backhaul Planning for 5G Millimeter-Wave Small Cell Networks. - B. Marques; Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (WPMC, 2020)

Evaluating 5G Coverage in 3D Scenarios under Configurable Antenna Beam Patterns. - Francisco Jesus; Marco Sousa; Filipe Freitas; Pedro Vieira 001; António Rodrigues; Maria Paula Queluz (WPMC, 2021)

Analysis and Optimization of 5G Coverage Predictions Using a Beamforming Antenna Model and Real Drive Test Measurements. - Marco Sousa; André Alves; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (IEEE Access, 2021)

An Ubiquitous 2.6 GHz Radio Propagation Model for Wireless Networks Using Self-Supervised Learning From Satellite Images. - Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (IEEE Access, 2022)

Enhancing Robustness for Automated Mobile Network Optimization by Uncovering Causal Relationships. - Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (ISWCS, 2023)

Towards the use of Unsupervised Causal Learning in Wireless Networks Operation. - Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (J. King Saud Univ. Comput. Inf. Sci., 2023)

A Machine Learning Driven Methodology for Alarm Prediction Towards Self-Healing in Wireless Networks. - Luis A. Mata; Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (WTS, 2024)

On the Use of Spatial Graphs for Performance Degradation Root-Cause Analysis Toward Self-Healing Mobile Networks. - Luis A. Mata; Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (IEEE Access, 2024)

Telco-DPR: A Hybrid Dataset for Evaluating Retrieval Models of 3GPP Technical Specifications. - Thaina Saraiva; Marco Sousa; Pedro Vieira 001; António Rodrigues (CoRR, 2024)

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)

Optimizing Energy and Spectral Efficiency in Mobile Networks: A Comprehensive Energy Sustainability Framework for Network Operators. - Luis A. Mata; Marco Sousa; Pedro Vieira 001; Maria Paula Queluz; António Rodrigues (IEEE Access, 2025)