Publications | Dr. Nina Herrmann | Department of Information Systems

2026

Research article in proceedings (conference)

Schrödter, K., Stenkamp, J., Herrmann, N., & Gieseke, F. (2026). Trainable Bitwise Soft Quantization for Input Feature Compression. In Proceedings of the Conference on Parsimony and Learning (CPAL), Tübingen. (accepted / in press (not yet published))
More details BibTeX

@inproceedings{SchroedterSHG2026TrainableBitwise,
  author = {Karsten Schrödter and Jan Stenkamp and Nina Herrmann and Fabian Gieseke},
  title = {Trainable Bitwise Soft Quantization for Input Feature Compression},
  booktitle = {Proceedings of the Third Conference on Parsimony and Learning (CPAL)},
  year = {2026},
  address = {Tübingen},
  issn = {2640-3498},
  note = {Publication status: accepted / in press (not yet published)}
}

Research article in digital collection (conference)

Herrmann, N., Stenkamp, J., Karic, B., Oehmke, S., & Gieseke, F. (2026). Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices. (accepted / in press (not yet published))
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2024

Research article (journal)

Herrmann, N., Dieckmann, J., & Kuchen, H. (2024). Optimizing Three-Dimensional Stencil-Operations on Heterogeneous Computing Environments. International Journal of Parallel Programming, 52(4), 274–297.
More details BibTeX Full text DOI

@article{HerrmannDK2024Optimizing,
  author = {Nina Herrmann and Justus Dieckmann and Herbert Kuchen},
  title = {Optimizing Three-Dimensional Stencil-Operations on Heterogeneous Computing Environments},
  journal = {International Journal of Parallel Programming},
  year = {2024},
  volume = {52},
  number = {4},
  pages = {274--297},
  doi = {10.1007/s10766-024-00769-w},
  url = {https://doi.org/10.1007/s10766-024-00769-w},
  note = {Publication status: Published}
}

2023

Research article (journal)

Nina, H., & Herbert, K. (2023). Distributed Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments. International Journal of Parallel Programming, 51(2), 172–185.
More details BibTeX Full text DOI

@article{NinaH2023Distributed,
  author = {Herrmann Nina and Kuchen Herbert},
  title = {Distributed Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments},
  journal = {International Journal of Parallel Programming},
  year = {2023},
  volume = {51},
  number = {2},
  pages = {172--185},
  doi = {10.1007/s10766-022-00742-5},
  url = {https://link.springer.com/content/pdf/10.1007/s10766-022-00742-5.pdf},
  note = {Publication status: Published}
}

2021

Research article (journal)

Herrmann, N., Kuchen, H., & Menezes, B. A. d. M. (2021). Stencil Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments. International Journal of Parallel Programming, 50(5-6), 433–453.
More details BibTeX Full text DOI

@article{HerrmannKM2021StencilCalculations,
  author = {Nina Herrmann and Herbert Kuchen and Breno A. de Melo Menezes},
  title = {Stencil Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments},
  journal = {International Journal of Parallel Programming},
  year = {2021},
  volume = {50},
  number = {5-6},
  pages = {433--453},
  doi = {10.1007/s10766-022-00735-4},
  url = {https://link.springer.com/content/pdf/10.1007/s10766-022-00735-4.pdf},
  note = {Publication status: Published}
}

Menezes, B., Herrmann, N., Kuchen, H., & Neto, F. B. d. L. (2021). High-Level Parallel Ant Colony Optimization with Algorithmic Skeletons. International Journal of Parallel Programming, 49, 776–801.
More details BibTeX Full text DOI

@article{MenezesHKN2021HighLevelParallel,
  author = {Breno Menezes and Nina Herrmann and Herbert Kuchen and Fernando Buarque de Lima Neto},
  title = {High-Level Parallel Ant Colony Optimization with Algorithmic Skeletons},
  journal = {International Journal of Parallel Programming},
  year = {2021},
  volume = {49},
  pages = {776--801},
  doi = {10.1007/s10766-021-00714-1},
  url = {https://link.springer.com/article/10.1007/s10766-021-00714-1},
  note = {Publication status: Published}
}

2020

Research article in proceedings (conference)

Menezes, B., Herrmann, N., Kuchen, H., & Neto, F. d. L. (2020). High-Level Parallel Ant Colony Optimization with Algorithmic Skeletons. In Proceedings of the 13th International Symposium on High-Level Parallel Programming and Applications (HLPP 2020), Porto, Portugal, 776–801.
More details BibTeX

@inproceedings{MenezesHKN2020HighLevelParallel,
  author = {Breno Menezes and Nina Herrmann and Herbert Kuchen and Fernando
Buarque de Lima Neto},
  title = {High-Level Parallel Ant Colony Optimization with
Algorithmic Skeletons},
  booktitle = {Proceedings of the 13$^{th}$ International Symposium on High-Level Parallel Programming and Applications (HLPP 2020)},
  pages = {776--801},
  year = {2020},
  publisher = {Springer},
  address = {Porto, Portugal},
  note = {Publication status: Published}
}

none

Research article in digital collection (conference)

Stenkamp, J., Hunke, M., Karatas, C., Kirchhoff, S., Knaden, C., Naebers, P., Zhao, L., Karic, B., Gieseke, F., & Herrmann, N. Counting Parked Bicycles on the Edge — A TinyML Smart City Application. (accepted / in press (not yet published))
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