Aal@home: A New Home Care Wireless Biosignal Monitoring Tool for Ambient Assisted Living. - Joana Sousa; Susana I. C. J. Palma; Hugo Silva 001; Hugo Gamboa (AAL, 2011)

Development of a Pulse Oximeter and Blood Pressure Measurement Device. - Ana Fé; Joana Sousa; Hugo Gamboa (BIODEVICES, 2012)

Long Term Biosignals Visualization and Processing. - Ricardo Gomes; Neuza Nunes; Joana Sousa; Hugo Gamboa (BIOSIGNALS, 2012)

PLUX Real-time Sports Evaluation - A New Real-time Tool for Sports Evaluation. - João Santinha; Rui Santos; Joana Sousa; Hugo Gamboa (BIOSIGNALS, 2012)

Biosignals Events Detection - A Morphological Signal-independent Approach. - Rui Santos; Joana Sousa; Borja Sañudo; Carlos J. Marques; Hugo Gamboa (BIOSIGNALS, 2012)

A New Tool for the Analysis of Heart Rate Variability of Long Duration Records. - Ricardo Chorão; Joana Sousa; Tiago Araújo 003; Hugo Gamboa (SIGMAP, 2012)

A Signal-independent Algorithm for Information Extraction and Signal Annotation of Long-term Records. - Rodolfo Abreu; Joana Sousa; Hugo Gamboa (BIOSIGNALS, 2013)

In Search of Predictive Models for Inhibitors of 5-alpha Reductase 2 Based on the Integration of Bioactivity and Molecular Descriptors Data. - Joana Sousa; Rui M. M. Brito; Jorge Salvador; Cândida G. Silva (IWBBIO, 2014)

Urban Furniture's Chromatic Planning Methodology: Bucelas, a Case Study. - Margarida Gamito; Joana Sousa (AHFE (3), 2017)

Inertial-based Gait Analysis Applied to Patients with Parkinson Disease. - Joana Sousa; Joana Silva 001; Ricardo Leonardo; Hugo Gamboa; Josefa Domingos (BIOSIGNALS, 2021)

An Initial Analysis of the Shortcomings of Conventional AI and the Benefits of Distributed AI Approaches in Industrial Use Cases. - Anna Hristoskova; Nicolás González-Deleito; Sarah Klein; Joana Sousa; Nuno Martins; João Tagaio; João Serra; Carlos Silva; João M. Ferreira; Pedro M. Santos 002; Ricardo Morla; Luís Almeida 001; et al. (AIAI (Workshops), 2021)

Towards a Distributed Learning Architecture for Securing ISP Home Customers. - Pedro M. Santos 002; Joana Sousa; Ricardo Morla; Nuno Martins; João Tagaio; João Serra; Carlos Silva; Mário J. Sousa; Pedro F. Souto; Luis Lino Ferreira; João M. Ferreira; Luís Almeida 001 (AIAI (Workshops), 2021)

Exploring How a Digitized Program Can Support Parents to Improve Their Children's Nutritional Habits. - Diogo Branco; Ana Cristina Pires 001; Hugo Simão; Ana Gomes; Ana Pereira; Joana Sousa; Luis A. M. Barros; Tiago João Guerreiro 001 (INTERACT (4), 2021)

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; Hugo Gamboa (BIOSIGNALS, 2022)

Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline. - Pedro Matias 002; João Costa; André V. Carreiro; Hugo Gamboa; Inês Sousa; Pedro Gómez 001; Joana Sousa; Nuno Neuparth; Pedro Carreiro-Martins; Filipe Soares (IEEE Access, 2022)

The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans. - Joana Sousa; Tânia Pereira 001; Inês Neves; Francisco Silva 002; Hélder P. Oliveira (Sensors, 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; Hugo Gamboa; David Belo (CBMS, 2023)

Implementing and Deploying an ML Pipeline for IoT Intrusion Detection with Node-RED. - Yimin Zhang; Barikisu Asulba; Nuno Schumacher; Mário de Sousa; Pedro F. Souto; Luís Almeida 001; Pedro M. Santos 002; Nuno Martins; Joana Sousa (CPS-IoT Week Workshops, 2023)

Impact of Training Set Size on Resource Usage of Machine Learning Models for IoT Network Intrusion Detection. - Barikisu A. Asulba; Nuno Schumacher; Pedro F. Souto; Luís Almeida 001; Pedro M. Santos 002; Nuno Martins; Joana Sousa (DCOSS-IoT, 2023)

LEM: a Tool for Large-Scale Workflow Control in Edge-Based Industry 5.0 Applications. - Rui Reis; Pedro M. Santos 002; Mário J. Sousa; Nuno Martins; Joana Sousa; Luís Almeida 001 (DCOSS-IoT, 2023)

Scalable SDN-based MQTT Real-Time Communications for Edge Networks. - Ehsan Shahri; Paulo Pedreiras; Luís Almeida 001; Joana Sousa (ETFA, 2023)

Comparing Performance of Machine Learning Libraries across Computing Platforms. - Pedro Vicente; Pedro M. Santos 002; Barikisu Asulba; Nuno Martins; Joana Sousa; Luís Almeida 001 (FedCSIS, 2023)

One-Class Models for Intrusion Detection at ISP Customer Networks. - Nuno Schumacher; Pedro M. Santos 002; Pedro F. Souto; Nuno Martins; Joana Sousa; João M. Ferreira; Luís Almeida 001 (AIAI (2), 2023)

Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening? - Joana Sousa; Pedro Matos; Francisco Silva 002; Pedro Freitas; Hélder P. Oliveira; Tânia Pereira 001 (Sensors, 2023)

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

Data-Driven Methods for Wi-Fi Anomaly Detection. - Telma Garção; Joana Sousa; Luis André; Carlos Alves; Nuno Felizardo; Carlos Silva; João Ferreira (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 (HCI (13), 2024)

Radiological Medical Imaging Annotation and Visualization Tool. - Inês Teiga; Joana Sousa; Francisco Silva 002; Tânia Pereira 001; Hélder P. Oliveira (HCI (15), 2024)

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

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

Clinical Annotation and Medical Image Anonymization for AI Model Training in Lung Cancer Detection. - Ana M. Freire; Eduardo M. Rodrigues; Joana Sousa; Margarida Gouveia; Daniela Ferreira Santos; Tânia Pereira 001; Hélder P. Oliveira; Pedro Sousa; Ana Catarina Silva; Maria Sofia Fernandes; Venceslau Hespanhol; Jorge Araújo (HCI (15), 2025)