Active feature acquisition on data streams under feature drift. - Christian Beyer; Maik Büttner; Vishnu Unnikrishnan 002; Miro Schleicher; Eirini Ntoutsi; Myra Spiliopoulou (Ann. des Télécommunications, 2020)

Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition. - Maik Büttner; Christian Beyer; Myra Spiliopoulou (DSAA, 2022)

Joining Imputation and Active Feature Acquisition for Cost Saving on Data Streams with Missing Features. - Maik Büttner; Christian Beyer; Myra Spiliopoulou (DS, 2023)

Challenges for Active Feature Acquisition and Imputation on Data Streams. - Christian Beyer; Maik Büttner; Myra Spiliopoulou (IAL@PKDD/ECML, 2023)