Hussearle's Representationalism and the "hypothesis of the Background". - Christian Beyer (Synth., 1997)

How to select information that matters: a comparative study on active learning strategies for classification. - Christian Beyer; Georg Krempl; Vincent Lemaire 001 (I-KNOW, 2015)

Predicting polarities of entity-centered documents without reading their contents. - Christian Beyer; Uli Niemann; Vishnu Unnikrishnan 002; Eirini Ntoutsi; Myra Spiliopoulou (SAC, 2018)

Exploiting entity information for stream classification over a stream of reviews. - Christian Beyer; Vishnu Unnikrishnan 002; Uli Niemann; Pawel Matuszyk; Eirini Ntoutsi; Myra Spiliopoulou (SAC, 2019)

Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder. - Abdullah Al Safi; Christian Beyer; Vishnu Unnikrishnan 002; Myra Spiliopoulou (IDA, 2020)

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)

Resource management for model learning at entity level. - Christian Beyer; Vishnu Unnikrishnan 002; Robert Brüggemann; Vincent Toulouse; Hafez Kader Omar; Eirini Ntoutsi; Myra Spiliopoulou (Ann. des Télécommunications, 2020)

Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity. - Vishnu Unnikrishnan 002; Christian Beyer; Pawel Matuszyk; Uli Niemann; Rüdiger Pryss; Winfried Schlee; Eirini Ntoutsi; Myra Spiliopoulou (Int. J. Data Sci. Anal., 2020)

Potential of Point-of-Care and At-Home Assessment of Immune Status via Rapid Cytokine Detection and Questionnaire-Based Anamnesis. - Noor Jamaludeen; Christian Beyer; Ulrike Billing; Katrin Vogel; Monika Brunner-Weinzierl; Myra Spiliopoulou (Sensors, 2021)

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

Assessment of Immune Status Using Inexpensive Cytokines: A Literature Review and Learning Approaches. - Noor Jamaludeen; Juliane Lehmann; Christian Beyer; Katrin Vogel; Mandy Pierau; Monika Brunner-Weinzierl; Myra Spiliopoulou (Sensors, 2022)

Productive teaming under uncertainty: when a human and a machine classify objects together. - Anne Rother; Gunther Notni; Alexander Hasse; Benjamin Noack; Christian Beyer; Jan Reißmann; Chen Zhang; Marco Ragni; Julia C. Arlinghaus; Myra Spiliopoulou (ARSO, 2023)

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)

Electrical Impedance Spectroscopy Platform for Label-Free Characterization of Spheroid Viability. - Claudia Sampaio Da Silva; Julia Alicia Boos; Mario M. Modena; Sreedhar S. Kumar; Christian Beyer; Thomas Valentin; Andreas Hierlemann; Vincent Revol (IEEE SENSORS, 2024)