Lightweight Deep Learning Pipeline for Detection, Segmentation and Classification of Breast Cancer Anomalies. - Hugo S. Oliveira; João F. Teixeira; Hélder P. Oliveira (ICIAP (2), 2019)

Novel Time-Frequency Based Scheme for Detecting Sound Events from Sound Background in Audio Segments. - Vahid Hajihashemi; Abdorreza Alavi Gharahbagh; Hugo S. Oliveira; Pedro Miguel Cruz; João Manuel R. S. Tavares (CIARP, 2021)

Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System. - Selim Reza; Hugo S. Oliveira; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2021)

Sound Classification and Processing of Urban Environments: A Systematic Literature Review. - Ana Filipa Rodrigues Nogueira; Hugo S. Oliveira; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2022)

Transformers for Urban Sound Classification - A Comprehensive Performance Evaluation. - Ana Filipa Rodrigues Nogueira; Hugo S. Oliveira; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2022)

Evaluation of Regularization Techniques for Transformers-Based Models. - Hugo S. Oliveira; Pedro P. Ribeiro; Hélder P. Oliveira (IbPRIA, 2023)

A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes. - Vahid Hajihashemi; Abdorreza Alavi Gharahbagh; Azam Bastanfard; Hugo S. Oliveira; Gonçalo Almeida; Zhen Ma; João Manuel R. S. Tavares (Multim. Tools Appl., 2023)

Transformers for Energy Forecast. - Hugo S. Oliveira; Hélder P. Oliveira (Sensors, 2023)

Optimizing Medical Image Captioning with Conditional Prompt Encoding. - Rendson F. Fernandes; Hugo S. Oliveira; Pedro P. Ribeiro; Hélder P. Oliveira (IbPRIA (2), 2025)

A Unified Approach to Video Anomaly Detection: Advancements in Feature Extraction, Weak Supervision, and Strategies for Class Imbalance. - Rui Z. Barbosa; Hugo S. Oliveira (IEEE Access, 2025)

Optimizing crowd evacuation: evaluation of strategies for safety and efficiency. - Hugo S. Oliveira (J. Reliab. Intell. Environ., 2025)