CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.
Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.
Leistungen
The WP4 starts with the diagnosis of the current DCs knowledge about empirical research methodology, data management, and statistical modeling. This step is necessary bearing in mind differences in curriculum of undergraduate and graduate programs between various disciplines, in this case, mainly computer and social sciences. Identification of methodological knowledge gaps and strengths, as well as the existing standard curriculum review will help in designing the training enabling collaboration in interdisciplinary topics and teams. An important part of this initial diagnosis is the gathering of knowledge on the non-academic partners which conduct applied research in their fields (education, location-based services, and eye tracking research) on their needs concerning methodological knowledge of successful job applicants (new employees).
Program and handouts for eye tracking data handling, statistics with exemplary R and python code (öffnet in neuem Fenster)The WP4 starts with the diagnosis of the current DCs knowledge about empirical research methodology, data management, and statistical modeling. This step is necessary bearing in mind differences in curriculum of undergraduate and graduate programs between various disciplines, in this case, mainly computer and social sciences. Identification of methodological knowledge gaps and strengths, as well as the existing standard curriculum review will help in designing the training enabling collaboration in interdisciplinary topics and teams. An important part of this initial diagnosis is the gathering of knowledge on the non-academic partners which conduct applied research in their fields (education, location-based services, and eye tracking research) on their needs concerning methodological knowledge of successful job applicants (new employees).
Program on transferable skills at Winter School 2 and students’ handouts (öffnet in neuem Fenster)Program on transferable skills at Winter School 2 and students handouts
Program of intermediate concepts of eye tracking computational modeling at Winter School 1 and students’ handouts (öffnet in neuem Fenster)Training activities will cover the following methods for computational modeling relevant to eye-tracking research and applications: Classification and regression models, deep and recurrent neural network models, representation learning, applications of computational modeling on low and high-end hardware, Egocentric Computer Vision, software tools and toolkits for model training and evaluation (e.g. PyTorch, scikit learn etc), Machine learning for signal processing. In addition, the consortium will organize a hackathon as part of the training activities in computational modeling. The training activity will focus on practical applications of modern ML toolkits for real-time applications, while the data will be provided from the consortium partners.
Program on transferable skills at Winter School 1 and students’ handouts (öffnet in neuem Fenster)Program on transferable skills at Winter School 1 and students handouts
Risk register 2 (öffnet in neuem Fenster)Risk register
Risk register 1 (öffnet in neuem Fenster)Risk register
Program of advanced concepts of eye tracking computational modeling at Winter School 2 and students’ handouts (öffnet in neuem Fenster)Training activities will cover the following methods for computational modeling relevant to eye-tracking research and applications: Classification and regression models, deep and recurrent neural network models, representation learning, applications of computational modeling on low and high-end hardware, Egocentric Computer Vision, software tools and toolkits for model training and evaluation (e.g. PyTorch, scikit learn etc), Machine learning for signal processing. In addition, the consortium will organize a hackathon as part of the training activities in computational modeling. The training activity will focus on practical applications of modern ML toolkits for real-time applications, while the data will be provided from the consortium partners.
Veröffentlichungen
Autoren:
Wang, Y., Raubal, M., & Kiefer, P.
Veröffentlicht in:
Proceedings of the 18th International Conference on Location Based Services., 2023
DOI:
10.34726/5753
Autoren:
Filippo Baldisserotto, Krzysztof Krejtz, Izabela Krejtz
Veröffentlicht in:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Herausgeber:
Association for Computing Machinery
DOI:
10.1145/3588015.3589512
Autoren:
Mehtap Çakır, Anke Huckauf
Veröffentlicht in:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Herausgeber:
Association for Computing Machinery
DOI:
10.1145/3588015.3589513
Autoren:
de Leon-Martinez, Santiago; Moro, Robert; Bielikova, Maria
Veröffentlicht in:
2023 Symposium on Eye Tracking Research and Applications (ETRA '23), 2023, ISBN 9798400701504
Herausgeber:
Association for Computing Machinery
DOI:
10.1145/3588015.3589511
Autoren:
Chuhan Jiao, Zhiming Hu, Mihai Bace, Andreas Bulling
Veröffentlicht in:
Proc. ACM Symposium on User Interface Software and Technology (UIST), 2023
Herausgeber:
ACM DIGITAL LIBRARY
DOI:
10.1145/3586183.3606780
Autoren:
Che, L., Raubal, M., & Kiefer, P.
Veröffentlicht in:
Proceedings of the 18th International Conference on Location Based Services., 2023
DOI:
10.34726/5639
Autoren:
Hasnain Ali Shah, Salman Khalil, Sami Andberg, Anne M. Koivisto, Roman Bednarik
Veröffentlicht in:
Information Fusion, Ausgabe 122, 2025, ISSN 1566-2535
Herausgeber:
Elsevier BV
DOI:
10.1016/J.INFFUS.2025.103202
Autoren:
Hasnain Ali Shah, Sami Andberg, Anne M. Koivisto, Roman Bednarik
Veröffentlicht in:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Ausgabe 33, 2025, ISSN 1534-4320
Herausgeber:
Institute of Electrical and Electronics Engineers (IEEE)
DOI:
10.1109/TNSRE.2025.3561043
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