Christian Beyer

16 papers B 4Misc 2Journal 6Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Electrical Impedance Spectroscopy Platform for Label-Free Characterization of Spheroid Viability. IEEE SENSORS Claudia Sampaio Da Silva, Julia Alicia Boos, Mario M. Modena, Sreedhar S. Kumar, Christian Beyer, Thomas Valentin, Andreas Hierlemann, Vincent Revol
2023	—	`conf`	Challenges for Active Feature Acquisition and Imputation on Data Streams. IAL@PKDD/ECML Christian Beyer, Maik Büttner, Myra Spiliopoulou
2023	B	`conf`	Joining Imputation and Active Feature Acquisition for Cost Saving on Data Streams with Missing Features. DS Maik Büttner, Christian Beyer, Myra Spiliopoulou
2023	—	`conf`	Productive teaming under uncertainty: when a human and a machine classify objects together. ARSO Anne Rother, Gunther Notni, Alexander Hasse, Benjamin Noack, Christian Beyer, Jan Reißmann, Chen Zhang, Marco Ragni, Julia C. Arlinghaus, Myra Spiliopoulou
2022	J	`jnl`	Assessment of Immune Status Using Inexpensive Cytokines: A Literature Review and Learning Approaches. Sensors Noor Jamaludeen, Juliane Lehmann, Christian Beyer, Katrin Vogel, Mandy Pierau, Monika Brunner-Weinzierl, Myra Spiliopoulou
2022	B	`conf`	Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition. DSAA Maik Büttner, Christian Beyer, Myra Spiliopoulou
2021	J	`jnl`	Potential of Point-of-Care and At-Home Assessment of Immune Status via Rapid Cytokine Detection and Questionnaire-Based Anamnesis. Sensors Noor Jamaludeen, Christian Beyer, Ulrike Billing, Katrin Vogel, Monika Brunner-Weinzierl, Myra Spiliopoulou
2020	J	`jnl`	Active feature acquisition on data streams under feature drift. Ann. des Télécommunications Christian Beyer, Maik Büttner, Vishnu Unnikrishnan, Miro Schleicher, Eirini Ntoutsi, Myra Spiliopoulou
2020	J	`jnl`	Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity. Int. J. Data Sci. Anal. Vishnu Unnikrishnan, Christian Beyer, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou
2020	B	`conf`	Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder. IDA Abdullah Al Safi, Christian Beyer, Vishnu Unnikrishnan, Myra Spiliopoulou
2020	J	`jnl`	Resource management for model learning at entity level. Ann. des Télécommunications Christian Beyer, Vishnu Unnikrishnan, Robert Brüggemann, Vincent Toulouse, Hafez Kader Omar, Eirini Ntoutsi, Myra Spiliopoulou
2019	Misc	`conf`	Exploiting entity information for stream classification over a stream of reviews. SAC Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, Myra Spiliopoulou
2018	B	`conf`	Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity. DSAA Christian Beyer, Vishnu Unnikrishnan, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou
2018	Misc	`conf`	Predicting polarities of entity-centered documents without reading their contents. SAC Christian Beyer, Uli Niemann, Vishnu Unnikrishnan, Eirini Ntoutsi, Myra Spiliopoulou
2015	—	`conf`	How to select information that matters: a comparative study on active learning strategies for classification. I-KNOW Christian Beyer, Georg Krempl, Vincent Lemaire
1997	J	`jnl`	Hussearle's Representationalism and the "hypothesis of the Background". Synth. Christian Beyer