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
  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)
  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)
  BibTeX: Download

2019

Conference Contributions

• Kuhnert N., Maier A.:
  Flexible Log File Parsing Using Hidden Markov Models
  BibTeX: Download
• Jain B., Kuhnert N., deOliveira A., Maier A.:
  Image-based Detection of MRI Hardware Failures
  BibTeX: Download

2018

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

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