Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention. - João Pereira 004; Margarida Silveira (ICMLA, 2018)

Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection. - João Pereira 004; Margarida Silveira (BigComp, 2019)

Unsupervised representation learning and anomaly detection in ECG sequences. - João Pereira 004; Margarida Silveira (Int. J. Data Min. Bioinform., 2019)