CORDIS provides links to public deliverables and publications of HORIZON projects.
Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .
Deliverables
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 (opens in new window)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 (opens in new window)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 (opens in new window)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 (opens in new window)Program on transferable skills at Winter School 1 and students handouts
Risk register 2 (opens in new window)Risk register
Risk register 1 (opens in new window)Risk register
Program of advanced concepts of eye tracking computational modeling at Winter School 2 and students’ handouts (opens in new window)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.
Publications
Author(s):
Wang, Y., Raubal, M., & Kiefer, P.
Published in:
Proceedings of the 18th International Conference on Location Based Services., 2023
DOI:
10.34726/5753
Author(s):
Filippo Baldisserotto, Krzysztof Krejtz, Izabela Krejtz
Published in:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Publisher:
Association for Computing Machinery
DOI:
10.1145/3588015.3589512
Author(s):
Mehtap Çakır, Anke Huckauf
Published in:
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023, ISBN 9798400701504
Publisher:
Association for Computing Machinery
DOI:
10.1145/3588015.3589513
Author(s):
de Leon-Martinez, Santiago; Moro, Robert; Bielikova, Maria
Published in:
2023 Symposium on Eye Tracking Research and Applications (ETRA '23), 2023, ISBN 9798400701504
Publisher:
Association for Computing Machinery
DOI:
10.1145/3588015.3589511
Author(s):
Chuhan Jiao, Zhiming Hu, Mihai Bace, Andreas Bulling
Published in:
Proc. ACM Symposium on User Interface Software and Technology (UIST), 2023
Publisher:
ACM DIGITAL LIBRARY
DOI:
10.1145/3586183.3606780
Author(s):
Che, L., Raubal, M., & Kiefer, P.
Published in:
Proceedings of the 18th International Conference on Location Based Services., 2023
DOI:
10.34726/5639
Author(s):
Lin Che, Yizi Chen, Tanhua Jin, Martin Raubal, Konrad Schindler, Peter Kiefer
Published in:
2025
Publisher:
arXiv
DOI:
10.48550/ARXIV.2504.17551
Author(s):
Hasnain Ali Shah, Salman Khalil, Sami Andberg, Anne M. Koivisto, Roman Bednarik
Published in:
Information Fusion, Issue 122, 2025, ISSN 1566-2535
Publisher:
Elsevier BV
DOI:
10.1016/J.INFFUS.2025.103202
Author(s):
Hasnain Ali Shah, Sami Andberg, Anne M. Koivisto, Roman Bednarik
Published in:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Issue 33, 2025, ISSN 1534-4320
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
DOI:
10.1109/TNSRE.2025.3561043
Searching for OpenAIRE data...
There was an error trying to search data from OpenAIRE
No results available