Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention J Pereira, M Silveira 2018 17th IEEE International Conference on Machine Learning and Applications …, 2018 | 162 | 2018 |
Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection J Pereira, M Silveira 6th IEEE International Conference on Big Data and Smart Computing, 2019 | 75 | 2019 |
Unsupervised Representation Learning and Anomaly Detection in ECG Sequences J Pereira, M Silveira International Journal of Data Mining and Bioinformatics 22 (4), 389-407, 2019 | 28 | 2019 |
Unsupervised Anomaly Detection in Time Series Data Using Deep Learning J Pereira MSc Thesis | Instituto Superior Técnico, University of Lisbon, 2018 | 7 | 2018 |
Probabilistic Demand Forecasting with Graph Neural Networks N Kozodoi, L Zinovyeva, S Valentin, J Pereira, R Agundez ECML-PKDD, 2023 | | 2023 |
FIOD Image Intelligence: An Application for Large-Scale Object Detection and Analysis J Pereira EngD Thesis | Eindhoven University of Technology, 2021 | | 2021 |