Nadine Rücker
Nadine Rücker, M. Sc.
Researcher
Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)
- Email: nadine.kuhnert@fau.de
- Website: https://lme.tf.fau.de/person/ruecker/
Academic CV
- Since 08/2016:
Researcher at Pattern Recognition Lab, FAU Erlangen-Nuremberg - Since 10/2009:
Student at Pattern Recognition Lab, FAU Erlangen-Nuremberg
Research topics
- Log File Parsing
- Natural Language Processing
- Hardware Failure Prediction
Publications
2022
Journal Articles
- Kuhnert N., Maier A.:
FlexParser—The adaptive log file parser for continuous results in a changing world
In: Journal of Software: Evolution and Process 34 (2022), p. e2426
ISSN: 2047-7481
DOI: 10.1002/smr.2426
URL: https://onlinelibrary.wiley.com/doi/epdf/10.1002/smr.2426
BibTeX: Download
Thesis
- Rücker N.:
Log File Processing - Changes, Challenges, and Chances (Thesis, 2022)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/20073
BibTeX: Download
2021
Journal Articles
- Rücker N., Pflueger L., Maier A.:
Hardware Failure Prediction on Imbalanced Times Series Data: Generation of Artificial Data Using Gaussian Process and Applying LSTMFCN to Predict Broken Hardware
In: Journal of Digital Imaging (2021)
ISSN: 0897-1889
DOI: 10.1007/s10278-020-00411-4
BibTeX: Download
2020
Journal Articles
- Kuhnert N., Maier A.:
With Semantics and Hidden Markov Models to an Adaptive Log File Parser
In: International Journal on Natural Language Computing (2020)
ISSN: 2319-4111
DOI: 10.5121/ijnlc.2019.8603
BibTeX: Download
Conference Contributions
- Kuhnert N., Pflueger L., Maier A.:
Prediction of MRI Hardware Failures based on Image Features using Ensemble Learning
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_28
BibTeX: Download - Kuhnert N., Pflueger L., Maier A.:
Prediction of MRI Hardware Failures based on Image Features using Time Series Classification
Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_27
BibTeX: Download
2019
Conference Contributions
- Kuhnert N., Maier A.:
Flexible Log File Parsing Using Hidden Markov Models
DOI: 10.5121/csit.2019.91201
BibTeX: Download - Jain B., Kuhnert N., deOliveira A., Maier A.:
Image-based Detection of MRI Hardware Failures
DOI: 10.1007/978-3-658-25326-4_46
BibTeX: Download
2018
Book Contributions
- Kuhnert N., Lindenmayr O., Maier A.:
Classification of body regions based on MRI log files
In: Marek Kurzynski, Michal Wozniak, Robert Burduk (ed.): Proceedings of the 10th International Conference on Computer Recognition Systems, CORES 2017, Springer Verlag, 2018, p. 102-109 (Advances in Intelligent Systems and Computing, Vol.578)
DOI: 10.1007/978-3-319-59162-9_11
BibTeX: Download
Conference Contributions
- Kuhnert N., Lindenmayr O., Maier A.:
Classification of Body Regions Based on MRI Log Files
Conference on Computer Recognition Systems CORES 2017 (Polanica-Zdrój, Poland, May 22, 2017 - May 24, 2017)
In: Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, Switzerland: 2018
DOI: 10.1007/978-3-319-59162-9
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Kuhnert18-COB.pdf
BibTeX: Download
2017
Conference Contributions
- Kuhnert N., Maass N., Barth K., Maier A.:
Reduction of metal artifacts using a new segmentation approach: Extension of graph cuts for a more precise segmentation used in metal artifact reduction
Workshops on Image processing for the medicine, 2016 (Berlin, DEU, March 13, 2016 - March 15, 2016)
In: Thomas M. Deserno, Heinz Handels, Thomas Tolxdorff, Hans-Peter Meinzer (ed.): Informatik aktuell 2017
DOI: 10.1007/978-3-662-49465-3_18
BibTeX: Download
2016
Conference Contributions
- Kuhnert N., Barth K., Maass N., Maier A.:
Reduction of Metal Artifacts using a New Segmentation Approach
Bildverarbeitung für die Medizin
BibTeX: Download
2013
Conference Contributions
- Nießner M., Kuhnert N., Selgrad K., Stamminger M., Michelson G.:
Real-time Simulation of Human Vision using Temporal Compositing with CUDA on the GPU
Proceedings 25th Workshop on Parallel Systems and Algorithms (PARS 2013) (Erlangen, Germany)
In: Proceedings 25th Workshop on Parallel Systems and Algorithms (PARS 2013) 2013
BibTeX: Download