Data · dataset · 2025
Replication data for: Voronoi Cell Interface-Based Parameter Sensitivity Analysis for Labeled Samples
Listed in DaRUS
Description
This dataset contains the data and code for the publication: Voronoi Cell Interface-Based Parameter Sensitivity Analysis for Labeled Samples. Code Repository A dynamic version of the code repository can be found at github.com/rbnbr/VoroParaSense. The version presented in this dataset corresponds to the version used in the corresponding paper (referenced as v1.0.0) and does not contain post-publication changes to the repository.
Figures Some of the figures contained in the Jupyter Notebooks were used to generate the CC BY 4.0 licensed figures in doi.org/10.1111/cgf.70122. The figures here are the raw .png figures. The published figures are mostly vector graphics and were slightly modified compared to the figures rendered in the Jupyter notebooks.
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Author: Ruben Bauer Source: doi.org/10.1111/cgf.70122 License: CC BY 4.0 The figures of the main paper are: examples\notebooks\plot_examples\two_d_clipping_and_distribution.ipynb used to generate Figure 2 examples\notebooks\plot_examples\three_dimensional_case.ipynb used to generate Figure 3 examples\notebooks\plot_examples\two_d_clipping_and_distribution.ipynb used to generate Figure 4 examples\notebooks\plot_examples\two_d_major_transition_directions.ipynb used to generate Figure 5 examples\notebooks\single_dataset_convenience_plots\iris_conv_plot.ipynb used to generate Figure 6, 7, 8, 9, 10, 12 examples\notebooks\plot_examples\space_dividing_line.ipynb used to generate Figure 11 examples\notebooks\single_dataset_convenience_plots\semiconductor_conv_plot.ipynb used to generate Figure 14 examples\notebooks\single_dataset_convenience_plots\droplet_impact_conv_plot.ipynb used to generate Figure 15, 16 For the supplemental material: examples\notebooks\plot_examples\normal_vectors_angle_vis.ipynb used to generate Figure 1 examples\notebooks\plot_examples\plane_plane_distance.ipynb used to generate Figure 2 examples\notebooks\plot_examples\runtime_experiments_2.ipynb used to generate Figure 3, 4 examples\notebooks\plot_examples\bandwidth_experiments.ipynb used to generate Figure 5 - 15 Install Tested with Python 3.12.3.
Setup virtual environment with Python: python -m venv .venv Activate the environment, then install the requirements via: pip install -r requirements.txt Run python ./main.py to run the main example.
Links
Where it is published
- Dataverse dataset page darus.uni-stuttgart.de/dataset.xhtml?persistentId=doi%3A10.18419%2FDARUS-4930 ↗
landing page · from darus uni stuttgart de
- DOI doi.org/10.18419/darus-4930 ↗
DOI / persistent id · from darus uni stuttgart de
Catalogue records · 1
- Dataverse API darus.uni-stuttgart.de/api/datasets/:persistentId/?persistentId=doi%3A10.18419%2FDARU… ↗
metadata API · from darus uni stuttgart de
Topics
- Stated by source
- Computer and Information Science
Provenance · 1 source records, 7 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DaRUS | doi:10.18419/DARUS-4930 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:computer-and-information-science | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /subjects |
| created_date | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | |
| description | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /description |
| publication_date | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | |
| title | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | /name |
| updated_date | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 | |
| version_label | source · darus uni stuttgart de | connector:darus_uni_stuttgart_de@1.0.0 |