Zobrazeno 1 - 10
of 62
pro vyhledávání: '"Prasse, Paul"'
Autor:
Bolliger, Lena S., Reich, David R., Haller, Patrick, Jakobi, Deborah N., Prasse, Paul, Jäger, Lena A.
Eye movements in reading play a crucial role in psycholinguistic research studying the cognitive mechanisms underlying human language processing. More recently, the tight coupling between eye movements and cognition has also been leveraged for langua
Externí odkaz:
http://arxiv.org/abs/2310.15587
Human gaze data offer cognitive information that reflects natural language comprehension. Indeed, augmenting language models with human scanpaths has proven beneficial for a range of NLP tasks, including language understanding. However, the applicabi
Externí odkaz:
http://arxiv.org/abs/2310.14676
Autor:
Deng, Shuwen, Reich, David R., Prasse, Paul, Haller, Patrick, Scheffer, Tobias, Jäger, Lena A.
Eye movements during reading offer insights into both the reader's cognitive processes and the characteristics of the text that is being read. Hence, the analysis of scanpaths in reading have attracted increasing attention across fields, ranging from
Externí odkaz:
http://arxiv.org/abs/2304.10784
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
Publikováno v:
In Computers & Graphics April 2024 119
We address the problems of identifying malware in network telemetry logs and providing \emph{indicators of compromise} -- comprehensible explanations of behavioral patterns that identify the threat. In our system, an array of specialized detectors ab
Externí odkaz:
http://arxiv.org/abs/2106.12328
Autor:
Dziemian, Sabine, Bujia, Gaston, Prasse, Paul, Barańczuk-Turska, Zofia, Jäger, Lena A., Kamienkowski, Juan E., Langer, Nicolas
Publikováno v:
In JAACAP Open March 2024
Detection of malware-infected computers and detection of malicious web domains based on their encrypted HTTPS traffic are challenging problems, because only addresses, timestamps, and data volumes are observable. The detection problems are coupled, b
Externí odkaz:
http://arxiv.org/abs/1906.09084