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Christian Beyer
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2020 – today
- 2023
- [c9]Anne Rother, Gunther Notni, Alexander Hasse, Benjamin Noack, Christian Beyer, Jan Reißmann, Chen Zhang, Marco Ragni, Julia C. Arlinghaus, Myra Spiliopoulou:
Productive teaming under uncertainty: when a human and a machine classify objects together. ARSO 2023: 9-14 - [c8]Maik Büttner, Christian Beyer, Myra Spiliopoulou:
Joining Imputation and Active Feature Acquisition for Cost Saving on Data Streams with Missing Features. DS 2023: 308-322 - [c7]Christian Beyer, Maik Büttner, Myra Spiliopoulou:
Challenges for Active Feature Acquisition and Imputation on Data Streams. IAL@PKDD/ECML 2023: 9-13 - 2022
- [j6]Noor Jamaludeen, Juliane Lehmann, Christian Beyer, Katrin Vogel, Mandy Pierau, Monika Brunner-Weinzierl, Myra Spiliopoulou:
Assessment of Immune Status Using Inexpensive Cytokines: A Literature Review and Learning Approaches. Sensors 22(24): 9785 (2022) - [c6]Maik Büttner, Christian Beyer, Myra Spiliopoulou:
Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition. DSAA 2022: 1-10 - 2021
- [j5]Noor Jamaludeen, Christian Beyer, Ulrike Billing, Katrin Vogel, Monika Brunner-Weinzierl, Myra Spiliopoulou:
Potential of Point-of-Care and At-Home Assessment of Immune Status via Rapid Cytokine Detection and Questionnaire-Based Anamnesis. Sensors 21(15): 4960 (2021) - 2020
- [j4]Christian Beyer, Vishnu Unnikrishnan, Robert Brüggemann, Vincent Toulouse, Hafez Kader Omar, Eirini Ntoutsi, Myra Spiliopoulou:
Resource management for model learning at entity level. Ann. des Télécommunications 75(9-10): 549-561 (2020) - [j3]Christian Beyer, Maik Büttner, Vishnu Unnikrishnan, Miro Schleicher, Eirini Ntoutsi, Myra Spiliopoulou:
Active feature acquisition on data streams under feature drift. Ann. des Télécommunications 75(9-10): 597-611 (2020) - [j2]Vishnu Unnikrishnan, Christian Beyer, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou:
Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity. Int. J. Data Sci. Anal. 9(1): 1-15 (2020) - [c5]Abdullah Al Safi, Christian Beyer, Vishnu Unnikrishnan, Myra Spiliopoulou:
Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder. IDA 2020: 1-13
2010 – 2019
- 2019
- [c4]Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, Myra Spiliopoulou:
Exploiting entity information for stream classification over a stream of reviews. SAC 2019: 564-573 - 2018
- [c3]Christian Beyer, Vishnu Unnikrishnan, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou:
Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity. DSAA 2018: 246-255 - [c2]Christian Beyer, Uli Niemann, Vishnu Unnikrishnan, Eirini Ntoutsi, Myra Spiliopoulou:
Predicting polarities of entity-centered documents without reading their contents. SAC 2018: 525-528 - 2015
- [c1]Christian Beyer, Georg Krempl, Vincent Lemaire:
How to select information that matters: a comparative study on active learning strategies for classification. I-KNOW 2015: 2:1-2:8
1990 – 1999
- 1997
- [j1]Christian Beyer:
Hussearle's Representationalism and the "hypothesis of the Background". Synth. 112(3): 323-352 (1997)
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