Proceedings

Week-long Multimodal Data Acquisition of Occupational Risk Factors in Public Administration Workers

| Authors: Eduarda Oliosi, Phillip Probst, João Rodrigues, Luís Silva, Daniel Zagalo, Cátia Cepeda, Hugo Gamboa | Publication: 2023 19th International Conference on Intelligent Environments (IE) | University: UNL | Conference: 19th International Conference on Intelligent Environments (IE) | Date: 2023

Cleaning ECG with Deep Learning: A Denoiser Based on Gated Recurrent Units

| Authors: M Dias, P Probst, L Silva, H Gamboa | Publication: Technological Innovation for Connected Cyber Physical Spaces. DoCEIS 2023. IFIP Advances in Information and Communication Technology | University: UNL | Conference: Doctoral Conference on Computing, Electrical and Industrial Systems | Date: 2023

Prediction of Sleep Stages Based on Wearable Signals Using Machine Learning Techniques

| Authors: Rodrigo Duarte Braga, Daniel Osório, Hugo Gamboa | Publication: BIOSIGNALS. SciTePress, 2023 | University: UNL | Conference: 16th International Joint Conference on Biomedical Engineering Systems and Technologies | Date: 2023

Machine Learning Algorithm Development and Metrics Extraction from PPG Signal for Improved Robustness in Wearables

| Authors: Pedro Veiga, Rui Varandas, Hugo Gamboa | Publication: BIOSIGNALS. SciTePress, 2023 | University: UNL | Conference: 16th International Joint Conference on Biomedical Engineering Systems and Technologies | Date: 2023

Study of Uncertainty Quantification Using Multi-Label ECG in Deep Learning Models

| Authors: Raquel Simao, Marılia Barandas, David Belo, Hugo Gamboa | Publication: BIOSIGNALS. SciTePress, 2023 | University: UNL | Conference: 16th International Joint Conference on Biomedical Engineering Systems and Technologies | Date: 2023

Analysis of Postural Variability of Office Workers Using Inertial Sensors

| Authors: Fábio Mendes, Phillip Probst, Eduarda Oliosi, Luıs Silva, Cátia Cepeda, Hugo Gamboa | Publication: BIOSIGNALS. SciTePress, 2023 | University: UNL | Conference: 16th International Joint Conference on Biomedical Engineering Systems and Technologies | Date: 2023

Automated Detection of Decision-Making Style, Based on Users’ Online Mouse Pointer Activity

| Authors: Marcus Cheetham, Catia Cepeda, Hugo Gamboa, Christoph Hölscher, Seyedabolfazl Valizadeh | Publication: BIOSIGNALS. SciTePress, 2023 | University: UNL | Conference: 16th International Joint Conference on Biomedical Engineering Systems and Technologies | Date: 2023

Multimodal Stress Classification Based on Biosignals Extracted from Smart Devices and Electromyography

| Authors: Maria Justino, Phillip Probst, Daniel Zagalo, Cátia Cepeda, Hugo Gamboa | Publication: BIOSIGNALS. SciTePress, 2023 | University: UNL | Conference: 16th International Joint Conference on Biomedical Engineering Systems and Technologies | Date: 2023

Cardiovascular Reactivity (CVR) During Repetitive Work in the Presence of Fatigue

| Authors: Diogo Carvalho, Luis Silva, Miguel Carvalho, Mariana Dias, Nélson Costa, Duarte Folgado, Maria Lua Nunes, Hugo Gamboa, Kristine Andza, Elazer Edelman | Publication: Intelligent Human Systems Integration (IHSI 2023): Integrating People and Intelligent Systems | University: UNL | Conference: Intelligent Human Systems Integration (IHSI 2023): Integrating People and Intelligent Systems | Date: 2023

Speech-Based Supervised Learning Towards the Diagnosis of Amyotrophic Lateral Sclerosis

| Authors: Ricardo Cebola, Duarte Folgado, André V Carreiro, Hugo Gamboa | Publication: BIOSIGNALS. SciTePress, 2023 | University: UNL | Conference: 16th International Joint Conference on Biomedical Engineering Systems and Technologies | Date: 2023