Joana Sousa

According to our database, Joana Sousa authored at least 22 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening?

Joana Sousa, Pedro Matos, Francisco Silva, Pedro Freitas, Hélder P. Oliveira, Tânia Pereira

Sensors, 2023

One-Class Models for Intrusion Detection at ISP Customer Networks.

Nuno Schumacher, Pedro M. Santos, Pedro F. Souto, Nuno Martins, Joana Sousa, João M. Ferreira, Luís Almeida

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Comparing Performance of Machine Learning Libraries across Computing Platforms.

Pedro Vicente, Pedro M. Santos, Barikisu Asulba, Nuno Martins, Joana Sousa, Luís Almeida

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Scalable SDN-based MQTT Real-Time Communications for Edge Networks.

Ehsan Shahri, Paulo Pedreiras, Luís Almeida, Joana Sousa

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

Implementing and Deploying an ML Pipeline for IoT Intrusion Detection with Node-RED.

Yimin Zhang, Barikisu Asulba, Nuno Schumacher, Mário Sousa, Pedro F. Souto, Luís Almeida, Pedro M. Santos, Nuno Martins, Joana Sousa

Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 2023

Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data.

Isabel Curioso, Bruno Ribeiro, Pedro Matias, Ricardo Santos, Joana Sousa, João Ferreira, Hugo Gamboa, David Belo

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans.

Joana Sousa, Tânia Pereira, Inês Neves, Francisco Silva, Hélder P. Oliveira

Sensors, 2022

Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline.

Pedro Matias, João Costa, André V. Carreiro, Hugo Gamboa, Inês Sousa, Pedro Gómez, Joana Sousa, Nuno Neuparth, Pedro Carreiro-Martins, Filipe Soares

IEEE Access, 2022

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

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Exploring How a Digitized Program Can Support Parents to Improve Their Children's Nutritional Habits.

Diogo Branco, Ana Cristina Pires, Hugo Simão, Ana Gomes, Ana Pereira, Joana Sousa, Luis A. M. Barros, Tiago João Guerreiro

Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

Towards a Distributed Learning Architecture for Securing ISP Home Customers.

Pedro M. Santos, Joana Sousa, Ricardo Morla, Nuno Martins, João Tagaio, João Serra, Carlos Silva, Mário Sousa, Pedro F. Souto, Luis Lino Ferreira, João M. Ferreira, Luís Almeida

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 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, Ricardo Morla, Luís Almeida, Baris Bulut, Sencer Sultanoglu

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

Inertial-based Gait Analysis Applied to Patients with Parkinson Disease.

Joana Sousa, Joana Silva, Ricardo Leonardo, Hugo Gamboa, Josefa Domingos

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2017

Urban Furniture's Chromatic Planning Methodology: Bucelas, a Case Study.

Margarida Gamito, Joana Sousa

Proceedings of the Advances in Design for Inclusion, 2017

2014

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

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

2013

A Signal-independent Algorithm for Information Extraction and Signal Annotation of Long-term Records.

Rodolfo Abreu, Joana Sousa, Hugo Gamboa

Proceedings of the BIOSIGNALS 2013, 2013

2012

A New Tool for the Analysis of Heart Rate Variability of Long Duration Records.

Ricardo Chorão, Joana Sousa, Tiago Araújo, Hugo Gamboa

Proceedings of the SIGMAP and WINSYS 2012, 2012

Biosignals Events Detection - A Morphological Signal-independent Approach.

Rui Santos, Joana Sousa, Borja Sañudo, Carlos J. Marques, Hugo Gamboa

Proceedings of the BIOSIGNALS 2012, 2012

PLUX Real-time Sports Evaluation - A New Real-time Tool for Sports Evaluation.

João Santinha, Rui Santos, Joana Sousa, Hugo Gamboa

Proceedings of the BIOSIGNALS 2012, 2012

Long Term Biosignals Visualization and Processing.

Ricardo Gomes, Neuza Nunes, Joana Sousa, Hugo Gamboa

Proceedings of the BIOSIGNALS 2012, 2012

Development of a Pulse Oximeter and Blood Pressure Measurement Device.

Ana Fé, Joana Sousa, Hugo Gamboa

Proceedings of the BIODEVICES 2012 - Proceedings of the International Conference on Biomedical Electronics and Devices, Vilamoura, Algarve, Portugal, 1, 2012

2011

Aal@home: A New Home Care Wireless Biosignal Monitoring Tool for Ambient Assisted Living.

Joana Sousa, Susana I. C. J. Palma, Hugo Silva, Hugo Gamboa

Proceedings of the AAL 2011, 2011