Prediction of Personal Characteristics and Emotional State based on Voice Signals using Machine Learning Techniques. - Marta Babel Guerreiro; Cátia Cepeda; Joana Sousa; Carolina Maio; João Ferreira 006; Hugo Gamboa (BIOSIGNALS, 2022)

Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data. - Isabel Curioso; Bruno Ribeiro 009; Pedro Matias 002; Ricardo Santos 006; Joana Sousa; João Ferreira 006; Hugo Gamboa; David Belo (CBMS, 2023)

What is the role of empathy in robots? - Joana Sousa; João Ferreira 006 (DSAI, 2024)

Data-Driven Methods for Wi-Fi Anomaly Detection. - Telma Garção; Joana Sousa; Luis André; Carlos Alves; Nuno Felizardo; Carlos Silva; João Ferreira 006 (EANN, 2024)

Converging Affective Computing and Ethical Challenges: The Quest for Universal Access in Human-Machine Cooperation. - Joana Sousa; Salvador Santos; Luis André; João Ferreira 006 (HCI (13), 2024)

Wearable Electrodermal Activity Sensor for Real-Time Stress Detection Using Machine Learning. - Salvador Santos; Joana Sousa; João Ferreira 006 (BIOSTEC (1), 2025)

Exploring Knowledge Distillation for Model Compression in Edge Environments. - Telma Garção; David Belo; Joana Sousa; João Ferreira 006 (EANN (1), 2025)