Nadine Kuhnert

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