High-dimensional multivariate forecasting with low-rank gaussian copula processes D Salinas, M Bohlke-Schneider, L Callot, R Medico, J Gasthaus Advances in neural information processing systems 32, 6827-6837, 2019 | 217 | 2019 |
A voltage and current measurement dataset for plug load appliance identification in households R Medico, L De Baets, J Gao, S Giri, E Kara, T Dhaene, C Develder, ... Scientific data 7 (1), 49, 2020 | 87 | 2020 |
Machine-Learning-Based Error Detection and Design Optimization in Signal Integrity Applications R Medico, D Spina, DV Ginste, D Deschrijver, T Dhaene IEEE Transactions on Components, Packaging and Manufacturing Technology 9 (9 …, 2019 | 22 | 2019 |
Machine learning based error detection in transient susceptibility tests R Medico, N Lambrecht, H Pues, DV Ginste, D Deschrijver, T Dhaene, ... IEEE Transactions on Electromagnetic Compatibility 61 (2), 352-360, 2018 | 18 | 2018 |
Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification R Medico, J Ruyssinck, D Deschrijver, T Dhaene Advances in Data Analysis and Classification 15 (4), 911-936, 2021 | 11 | 2021 |
Autoencoding Density-Based Anomaly Detection for Signal Integrity Applications R Medico, D Spina, D VandeGinste, D Deschrijver, T Dhaene 2018 IEEE 27th Conference on Electrical Performance of Electronic Packaging …, 2018 | 4 | 2018 |
Gaining insight in wind turbine drivetrain dynamics by means of automatic operational modal analysis combined with machine learning algorithms N Gioia, PJ Daems, C Peeters, P Guillaume, J Helsen, R Medico, ... International Conference on Offshore Mechanics and Arctic Engineering 58899 …, 2019 | 3 | 2019 |
Learning Multivariate Shapelets with Multi-Layer Neural Networks R Medico, J Ruyssinck, D Deschrijver, T Dhaene ACDL-Advanced Course on Data Science & Machine Learning, 2018 | 2 | 2018 |
awesome-TS-anomaly-detection R Medico https://github.com/rob-med/awesome-TS-anomaly-detection, 2017 | 2* | 2017 |
Machine Learning-Based Detection of Anomalous and Discriminative Patterns in Time-Series Data R Medico Ghent University, 2020 | | 2020 |