Klaus Brinker

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 9

Top Venues

BIOIMAGING

HEALTHINF

BIOSTEC (2)

npj Digit. Medicine

University of Paderborn, Germany (PHD)

Education History

University of Paderborn, Germany

PHD

Publications

Bianca Suermann, Miguel Schulz, Klaus Brinker, Markus Weih
Automatic Scoring of Shulman's Clock Drawing Dementia Test. BIOSTEC (2) (2024)
Sebastian Klein, Nora Wuerdemann, Imke Demers, Christopher Kopp, Jennifer Quantius, Arthur Charpentier, Yuri Tolkach, Klaus Brinker, Shachi Jenny Sharma, Julie George, Jochen Hess, Fabian Stögbauer, Martin Lacko, Marijn Struijlaart, Mari F. C. M. van den Hout, Steffen Wagner, Claus Wittekindt, Christine Langer, Christoph Arens, Reinhard Büttner, Alexander Quaas, Hans Christian Reinhardt, Ernst-Jan Speel, Jens Peter Klussmann
Predicting HPV association using deep learning and regular H&E stains allows granular stratification of oropharyngeal cancer patients. npj Digit. Medicine 6 (2023)
Benjamin Bracke, Klaus Brinker
U-Net based Semantic Segmentation of Kidney and Kidney Tumours of CT Images. BIOIMAGING (2022)
Tabea Margareta Grace Pakull, Frederike Wirth, Klaus Brinker
Random-walk Segmentation of Nuclei in Fluorescence Microscopic Images with Automatic Seed Detection. BIOIMAGING (2022)
Jelina Unger, Klaus Brinker
Efficient Image Registration with Subpixel Accuracy using a Hybrid Fourier-based Approach. BIOIMAGING (2021)
Frederike Wirth, Eva-Maria Brinkmann, Klaus Brinker
On Benchmarking Cell Nuclei Segmentation Algorithms for Fluorescence Microscopy. BIOIMAGING (2020)
Klaus Brinker, Eyke Hüllermeier
A Reduction of Label Ranking to Multiclass Classification. ECML/PKDD (3) (2019)
Lilith Brandt, Klaus Brinker, Björn Kemper
Automatic Computation of Biophysical Cell Parameters in Digital Holographic Microscopy Images. HEALTHINF (2018)
Timo Brune, Björn Brune, Sascha Eschborn, Klaus Brinker
Automatic Visual Detection of Incorrect Endoscope Adaptions in Chemical Disinfection Devices. HEALTHINF (2017)
Eyke Hüllermeier, Klaus Brinker
Learning valued preference structures for solving classification problems. Fuzzy Sets Syst. 159 (18) (2008)
Johannes Fürnkranz, Eyke Hüllermeier, Eneldo Loza Mencía, Klaus Brinker
Multilabel classification via calibrated label ranking. Mach. Learn. 73 (2) (2008)
Eyke Hüllermeier, Johannes Fürnkranz, Weiwei Cheng, Klaus Brinker
Label ranking by learning pairwise preferences. Artif. Intell. 172 (16-17) (2008)
Eyke Hüllermeier, Klaus Brinker
Fuzzy-Relational Classification: Combining Pairwise Decomposition Techniques with Fuzzy Preference Modeling. EUSFLAT Conf. (1) (2007)
Klaus Brinker, Eyke Hüllermeier
Case-Based Multilabel Ranking. IJCAI (2007)
Klaus Brinker, Eyke Hüllermeier
Label Ranking in Case-Based Reasoning. ICCBR (2007)
Klaus Brinker, Eyke Hüllermeier
Case-Based Label Ranking. ECML (2006)
Klaus Brinker, Johannes Fürnkranz, Eyke Hüllermeier
A Unified Model for Multilabel Classification and Ranking. ECAI (2006)
Klaus Brinker
On Active Learning in Multi-label Classification. GfKl (2005)
Klaus Brinker
On Multiclass Active Learning with Support Vector Machines. ECAI (2004)
Klaus Brinker
Active learning of label ranking functions. ICML (2004)
Klaus Brinker
Incorporating Diversity in Active Learning with Support Vector Machines. ICML (2003)

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Publication Activity (10 Years)

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Klaus Brinker