Zobrazeno 1 - 10
of 16
pro vyhledávání: '"Krakowczyk, Daniel"'
Publikováno v:
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA '24) Article 47 1-3
Eye-tracking datasets are often shared in the format used by their creators for their original analyses, usually resulting in the exclusion of data considered irrelevant to the primary purpose. In order to increase re-usability of existing eye-tracki
Externí odkaz:
http://arxiv.org/abs/2404.00620
Autor:
Krakowczyk, Daniel G., Prasse, Paul, Reich, David R., Lapuschkin, Sebastian, Scheffer, Tobias, Jäger, Lena A.
Recent work in XAI for eye tracking data has evaluated the suitability of feature attribution methods to explain the output of deep neural sequence models for the task of oculomotric biometric identification. These methods provide saliency maps to hi
Externí odkaz:
http://arxiv.org/abs/2304.13536
Autor:
Krakowczyk, Daniel G., Reich, David R., Chwastek, Jakob, Jakobi, Deborah N., Prasse, Paul, Süss, Assunta, Turuta, Oleksii, Kasprowski, Paweł, Jäger, Lena A.
We introduce pymovements: a Python package for analyzing eye-tracking data that follows best practices in software development, including rigorous testing and adherence to coding standards. The package provides functionality for key processes along t
Externí odkaz:
http://arxiv.org/abs/2304.09859
Autor:
Deng, Shuwen, Prasse, Paul, Reich, David R., Dziemian, Sabine, Stegenwallner-Schütz, Maja, Krakowczyk, Daniel, Makowski, Silvia, Langer, Nicolas, Scheffer, Tobias, Jäger, Lena A.
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder that is highly prevalent and requires clinical specialists to diagnose. It is known that an individual's viewing behavior, reflected in their eye movements, is directly
Externí odkaz:
http://arxiv.org/abs/2207.01377
Autor:
Hedström, Anna, Weber, Leander, Bareeva, Dilyara, Krakowczyk, Daniel, Motzkus, Franz, Samek, Wojciech, Lapuschkin, Sebastian, Höhne, Marina M. -C.
Publikováno v:
Journal of Machine Learning Research, Vol. 24 (2023) 1-11
The evaluation of explanation methods is a research topic that has not yet been explored deeply, however, since explainability is supposed to strengthen trust in artificial intelligence, it is necessary to systematically review and compare explanatio
Externí odkaz:
http://arxiv.org/abs/2202.06861
Autor:
Deng, Shuweng, Prasse, Paul, Reich, David R, Dziemian, Sabine, Stegenwallner-Schütz, Maja, Krakowczyk, Daniel, Makowski, Silvia, Langer, Nicolas, Scheffer, Tobias, Jäger, Lena A
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder that is highly prevalent and requires clinical specialists to diagnose. It is known that an individual's viewing behavior, reflected in their eye movements, is directly
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::34f87170be68f351970db4b5abab8e8c
http://arxiv.org/abs/2207.01377
http://arxiv.org/abs/2207.01377
Akademický článek
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