Joana Sousa

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 19

Top Topics

Physiological Data

Intrusion Detection

Machine Learning

Top Venues

Publications

Inês Teiga, Joana Sousa, Francisco Silva, Tânia Pereira, Hélder P. Oliveira
Radiological Medical Imaging Annotation and Visualization Tool. HCI (15) (2024)
Joana Sousa, Salvador Santos, Luis André, João Ferreira
Converging Affective Computing and Ethical Challenges: The Quest for Universal Access in Human-Machine Cooperation. HCI (13) (2024)
Telma Garção, Joana Sousa, Luis André, Carlos Alves, Nuno Felizardo, Carlos Silva, João Ferreira
Data-Driven Methods for Wi-Fi Anomaly Detection. EANN (2024)
Pedro Vicente, Pedro M. Santos, Barikisu Asulba, Nuno Martins, Joana Sousa, Luís Almeida
Comparing Performance of Machine Learning Libraries across Computing Platforms. FedCSIS (2023)
Joana Sousa, Pedro Matos, Francisco Silva, Pedro Freitas, Hélder P. Oliveira, Tânia Pereira
Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening? Sensors 23 (12) (2023)
Isabel Curioso, Bruno Ribeiro, Pedro Matias, Ricardo Santos, Joana Sousa, João Ferreira, Hugo Gamboa, David Belo
Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data. CBMS (2023)
Rui Reis, Pedro M. Santos, Mário J. Sousa, Nuno Martins, Joana Sousa, Luís Almeida
LEM: a Tool for Large-Scale Workflow Control in Edge-Based Industry 5.0 Applications. DCOSS-IoT (2023)
Nuno Schumacher, Pedro M. Santos, Pedro F. Souto, Nuno Martins, Joana Sousa, João M. Ferreira, Luís Almeida
One-Class Models for Intrusion Detection at ISP Customer Networks. AIAI (2) (2023)
Ehsan Shahri, Paulo Pedreiras, Luís Almeida, Joana Sousa
Scalable SDN-based MQTT Real-Time Communications for Edge Networks. ETFA (2023)
Barikisu A. Asulba, Nuno Schumacher, Pedro F. Souto, Luís Almeida, Pedro M. Santos, Nuno Martins, Joana Sousa
Impact of Training Set Size on Resource Usage of Machine Learning Models for IoT Network Intrusion Detection. DCOSS-IoT (2023)
Yimin Zhang, Barikisu Asulba, Nuno Schumacher, Mário Sousa, Pedro F. Souto, Luís Almeida, Pedro M. Santos, Nuno Martins, Joana Sousa
Implementing and Deploying an ML Pipeline for IoT Intrusion Detection with Node-RED. CPS-IoT Week Workshops (2023)
Joana Sousa, Tânia Pereira, Inês Neves, Francisco Silva, Hélder P. Oliveira
The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans. Sensors 22 (9) (2022)
Pedro Matias, João Costa, André V. Carreiro, Hugo Gamboa, Inês Sousa, Pedro Gómez, Joana Sousa, Nuno Neuparth, Pedro Carreiro-Martins, Filipe Soares
Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline. IEEE Access 10 (2022)
Marta Babel Guerreiro, Cátia Cepeda, Joana Sousa, Carolina Maio, João Ferreira, Hugo Gamboa
Prediction of Personal Characteristics and Emotional State based on Voice Signals using Machine Learning Techniques. BIOSIGNALS (2022)
Anna Hristoskova, Nicolás González-Deleito, Sarah Klein, Joana Sousa, Nuno Martins, João Tagaio, João Serra, Carlos Silva, João Ferreira, Pedro M. Santos, Ricardo Morla, Luís Almeida, Baris Bulut, Sencer Sultanoglu
An Initial Analysis of the Shortcomings of Conventional AI and the Benefits of Distributed AI Approaches in Industrial Use Cases. AIAI Workshops (2021)
Diogo Branco, Ana Cristina Pires, Hugo Simão, Ana Gomes, Ana Pereira, Joana Sousa, Luis A. M. Barros, Tiago João Guerreiro
Exploring How a Digitized Program Can Support Parents to Improve Their Children's Nutritional Habits. INTERACT (4) (2021)
Joana Sousa, Joana Silva, Ricardo Leonardo, Hugo Gamboa, Josefa Domingos
Inertial-based Gait Analysis Applied to Patients with Parkinson Disease. BIOSIGNALS (2021)
Pedro M. Santos, Joana Sousa, Ricardo Morla, Nuno Martins, João Tagaio, João Serra, Carlos Silva, Mário Sousa, Pedro F. Souto, Luis Lino Ferreira, João Ferreira, Luís Almeida
Towards a Distributed Learning Architecture for Securing ISP Home Customers. AIAI Workshops (2021)
Margarida Gamito, Joana Sousa
Urban Furniture's Chromatic Planning Methodology: Bucelas, a Case Study. AHFE (3) (2017)
Joana Sousa, Rui M. M. Brito, Jorge Salvador, Cândida G. Silva
In Search of Predictive Models for Inhibitors of 5-alpha Reductase 2 Based on the Integration of Bioactivity and Molecular Descriptors Data. IWBBIO (2014)
Rodolfo Abreu, Joana Sousa, Hugo Gamboa
A Signal-independent Algorithm for Information Extraction and Signal Annotation of Long-term Records. BIOSIGNALS (2013)
Ricardo Chorão, Joana Sousa, Tiago Araújo, Hugo Gamboa
A New Tool for the Analysis of Heart Rate Variability of Long Duration Records. SIGMAP (2012)
Ricardo Gomes, Neuza Nunes, Joana Sousa, Hugo Gamboa
Long Term Biosignals Visualization and Processing. BIOSIGNALS (2012)
João Santinha, Rui Santos, Joana Sousa, Hugo Gamboa
PLUX Real-time Sports Evaluation - A New Real-time Tool for Sports Evaluation. BIOSIGNALS (2012)
Rui Santos, Joana Sousa, Borja Sañudo, Carlos J. Marques, Hugo Gamboa
Biosignals Events Detection - A Morphological Signal-independent Approach. BIOSIGNALS (2012)
Ana Fé, Joana Sousa, Hugo Gamboa
Development of a Pulse Oximeter and Blood Pressure Measurement Device. BIODEVICES (2012)
Joana Sousa, Susana Palma, Hugo Silva, Hugo Gamboa
Aal@home: A New Home Care Wireless Biosignal Monitoring Tool for Ambient Assisted Living. AAL (2011)