Host-based IDS: A review and open issues of an anomaly detection system in IoT. - Inês Martins; João S. Resende; Patrícia R. Sousa; Simão Silva; Luis Antunes 002; João Gama 001 (Future Gener. Comput. Syst., 2022)

Online Influence Forest for Streaming Anomaly Detection. - Inês Martins; João S. Resende; João Gama 001 (IDA, 2023)

Comparative Analysis of Cybersecurity Datasets in Industrial Control Systems. - Inês Martins; José Cecílio; Pedro Ferreira 005; Alan Oliveira (MetroInd4.0 & IoT, 2024)

Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking. - Inês Martins; João Matos; Tiago Gonçalves; Leo A. Celi; An-Kwok Ian Wong; Jaime S. Cardoso 001 (AMAI@MICCAI, 2024)

Developing a dynamic energy budget model to project potential effects of deep-sea mining plumes on the Atlantic deep-sea mussel, Bathymodiolus azoricus. - Irene Martins; Alexandra Guerra; Cândida Gomes Vale; Cândido Xavier; Inês Martins; Marlene Pinheiro; Teresa Neuparth; Joana R. Xavier; Pedro Duarte; Miguel M. Santos; Ana Colaço (Ecol. Informatics, 2024)