Code for the Fanoos Multi-Resolution, Multi-Strength, Interactive XAI System
Description
This upload contains a tarred and compressed copy of the code and git-history available at https://github.com/DBay-ani/Fanoos as of hour 3 day 16 month 5 year 2021 UTC.
See the following paper for a description:
@inproceedings{DBLP:conf/vmcai/BayaniM22,
author = {David Bayani and Stefan Mitsch},
editor = {Bernd Finkbeiner and
Thomas Wies},
title = {Fanoos: Multi-resolution, Multi-strength, Interactive Explanations for Learned Systems},
booktitle = {Verification, Model Checking, and Abstract Interpretation - 23rd International Conference, {VMCAI} 2022, Philadelphia, PA, USA, January 16-18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13182},
pages = {43--68},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-94583-1\_3},
doi = {10.1007/978-3-030-94583-1\_3},
timestamp = {Fri, 21 Jan 2022 22:02:46 +0100},
biburl = {https://dblp.org/rec/conf/vmcai/BayaniM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
or see the extended write-up at:
@article{bayani2020fanoos,
title={Fanoos: Multi-Resolution, Multi-Strength, Interactive Explanations for Learned Systems},
author={Bayani, David and Mitsch, Stefan},
journal={arXiv preprint arXiv:2006.12453},
year={2020},
url={https://arxiv.org/abs/2006.12453}
}
This upload is related to the additional written materials available on the
following Zenodo item:
@misc{david_bayani_2022_6069468,
author = {David Bayani},
title = {{Further Materials (Additional Slides, Write-ups, Results, etc.) for Fanoos: Multi-Resolution, Multi-Strength, Interactive XAI System}},
month = feb,
year = 2022,
publisher = {Zenodo},
doi = {10.5281/zenodo.6069468},
url = {https://doi.org/10.5281/zenodo.6069468}
}
We note that this upload ("Code for Fanoos [...]"), in contrast to the material
cited immediately above, contains source related to Fanoos, as opposed to
additional write-up, slides, etc.
Files
LICENSE.txt
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Additional details
Related works
- Is referenced by
- Preprint: https://arxiv.org/abs/2006.12453 (URL)
- Other: 10.5281/zenodo.6069468 (DOI)
- Conference paper: https://link.springer.com/chapter/10.1007/978-3-030-94583-1_3 (URL)
Subjects
- https://www.acm.org/publications/computing-classification-system/1998/d.2.1
- https://www.acm.org/publications/computing-classification-system/1998/d.2.2
- https://www.acm.org/publications/computing-classification-system/1998/d.2.4
- https://www.acm.org/publications/computing-classification-system/1998/f.3.1
- https://www.acm.org/publications/computing-classification-system/1998/h.1.2
- https://www.acm.org/publications/computing-classification-system/1998/h.2.8
- https://www.acm.org/publications/computing-classification-system/1998/h.3.1
- https://www.acm.org/publications/computing-classification-system/1998/h.4.2
- https://www.acm.org/publications/computing-classification-system/1998/h.5.2
- https://www.acm.org/publications/computing-classification-system/1998/i.2
- https://www.acm.org/publications/computing-classification-system/1998/i.2.0
- https://www.acm.org/publications/computing-classification-system/1998/i.2.1
- https://www.acm.org/publications/computing-classification-system/1998/i.2.2
- https://www.acm.org/publications/computing-classification-system/1998/i.2.3
- https://www.acm.org/publications/computing-classification-system/1998/i.2.6
- https://www.acm.org/publications/computing-classification-system/1998/i.2.8
- https://www.acm.org/publications/computing-classification-system/1998/i.2.9
- https://www.acm.org/publications/computing-classification-system/1998/i.5.1
- https://www.acm.org/publications/computing-classification-system/1998/i.5.2
- https://www.acm.org/publications/computing-classification-system/1998/i.5.5
- https://www.acm.org/publications/computing-classification-system/1998/i.6