Klaus Brinker

According to our database, Klaus Brinker authored at least 22 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Automatic Scoring of Shulman's Clock Drawing Dementia Test.

Bianca Suermann, Miguel Schulz, Klaus Brinker, Markus Weih

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Predicting HPV association using deep learning and regular H&E stains allows granular stratification of oropharyngeal cancer patients.

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

npj Digit. Medicine, 2023

2022

Random-walk Segmentation of Nuclei in Fluorescence Microscopic Images with Automatic Seed Detection.

Tabea Margareta Grace Pakull, Frederike Wirth, Klaus Brinker

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

U-Net based Semantic Segmentation of Kidney and Kidney Tumours of CT Images.

Benjamin Bracke, Klaus Brinker

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Efficient Image Registration with Subpixel Accuracy using a Hybrid Fourier-based Approach.

Jelina Unger, Klaus Brinker

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

On Benchmarking Cell Nuclei Segmentation Algorithms for Fluorescence Microscopy.

Frederike Wirth, Eva-Maria Brinkmann, Klaus Brinker

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

A Reduction of Label Ranking to Multiclass Classification.

Klaus Brinker, Eyke Hüllermeier

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Automatic Computation of Biophysical Cell Parameters in Digital Holographic Microscopy Images.

Lilith Brandt, Klaus Brinker, Björn Kemper

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Automatic Visual Detection of Incorrect Endoscope Adaptions in Chemical Disinfection Devices.

Timo Brune, Björn Brune, Sascha Eschborn, Klaus Brinker

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2008

Multilabel classification via calibrated label ranking.

Johannes Fürnkranz, Eyke Hüllermeier, Eneldo Loza Mencía, Klaus Brinker

Mach. Learn., 2008

Learning valued preference structures for solving classification problems.

Eyke Hüllermeier, Klaus Brinker

Fuzzy Sets Syst., 2008

Label ranking by learning pairwise preferences.

Eyke Hüllermeier, Johannes Fürnkranz, Weiwei Cheng, Klaus Brinker

Artif. Intell., 2008

2007

Case-Based Multilabel Ranking.

Klaus Brinker, Eyke Hüllermeier

Proceedings of the IJCAI 2007, 2007

Label Ranking in Case-Based Reasoning.

Klaus Brinker, Eyke Hüllermeier

Proceedings of the Case-Based Reasoning Research and Development, 2007

Fuzzy-Relational Classification: Combining Pairwise Decomposition Techniques with Fuzzy Preference Modeling.

Eyke Hüllermeier, Klaus Brinker

Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007

2006

Case-Based Label Ranking.

Klaus Brinker, Eyke Hüllermeier

Proceedings of the Machine Learning: ECML 2006, 2006

A Unified Model for Multilabel Classification and Ranking.

Klaus Brinker, Johannes Fürnkranz, Eyke Hüllermeier

Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2005

On Active Learning in Multi-label Classification.

Klaus Brinker

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

2004

Active learning with kernel machines.

Klaus Brinker

PhD thesis, 2004

Active learning of label ranking functions.

Klaus Brinker

Proceedings of the Machine Learning, 2004

On Multiclass Active Learning with Support Vector Machines.

Klaus Brinker

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

Incorporating Diversity in Active Learning with Support Vector Machines.

Klaus Brinker

Proceedings of the Machine Learning, 2003