| 2023 | DIS | Joining Imputation and Active Feature Acquisition for Cost Saving on Data Streams with Missing Features. | Maik Bttner, Christian Beyer, Myra Spiliopoulou |
| 2022 | DSAA | Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition. | Maik Bttner, Christian Beyer, Myra Spiliopoulou |
| 2020 | IDA | Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder. | Abdullah Al Safi, Christian Beyer, Vishnu Unnikrishnan, Myra Spiliopoulou |
| 2019 | SAC | Exploiting entity information for stream classification over a stream of reviews. | Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, Myra Spiliopoulou |
| 2018 | DSAA | Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity. | Christian Beyer, Vishnu Unnikrishnan, Pawel Matuszyk, Uli Niemann, Rdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou |
| 2018 | SAC | Predicting polarities of entity-centered documents without reading their contents. | Christian Beyer, Uli Niemann, Vishnu Unnikrishnan, Eirini Ntoutsi, Myra Spiliopoulou |