Daniel Krakowczyk

According to our database, Daniel Krakowczyk authored at least 11 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond.

Anna Hedström, Leander Weber, Daniel Krakowczyk, Dilyara Bareeva, Franz Motzkus, Wojciech Samek, Sebastian Lapuschkin, Marina M.-C. Höhne

J. Mach. Learn. Res., 2023

pymovements: A Python Package for Eye Movement Data Processing.

Daniel G. Krakowczyk, David R. Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models.

Daniel G. Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

2022

Detection of ADHD Based on Eye Movements During Natural Viewing.

Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification.

Daniel Krakowczyk, David R. Reich, Paul Prasse, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger

Proceedings of The 1st Gaze Meets ML workshop, 2022

2021

DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection Using Deep Neural Networks.

Silvia Makowski, Paul Prasse, David R. Reich, Daniel Krakowczyk, Lena A. Jäger, Tobias Scheffer

IEEE Trans. Biom. Behav. Identity Sci., 2021

2020

PeriSense: Ring-Based Multi-Finger Gesture Interaction Utilizing Capacitive Proximity Sensing.

Mathias Wilhelm, Daniel Krakowczyk, Sahin Albayrak

Sensors, 2020

Demonstration of Finger Tracking Using Capacitive Sensing with a Ring.

Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Ring-based finger tracking using capacitive sensors and long short-term memory.

Mathias Wilhelm, Jan-Peter Lechler, Daniel Krakowczyk, Sahin Albayrak

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

2018

Developing a Distributed Drone Delivery System with a Hybrid Behavior Planning System.

Daniel Krakowczyk, Jannik Wolff, Alexandru Ciobanu, Dennis Julian Meyer, Christopher-Eyk Hrabia

Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

2015

eRing: multiple finger gesture recognition with one ring using an electric field.

Mathias Wilhelm, Daniel Krakowczyk, Frank Trollmann, Sahin Albayrak

Proceedings of the 2nd international Workshop on Sensor-based Activity Recognition and Interaction, 2015