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):
Baldisserotto, F., Krejtz, I., Bogucka, K., Maciąg, Z., & Krejtz, K.
Published in:
In 2025 Symposium on Eye Tracking Research and Applications
Publisher:
ACM, New York, NY, USA.
DOI:
10.1145/3715669.3723123
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):
Kovacs, D., Madsen, I. J. W., & Witzner Hansen, D.
Published in:
In 2025 Symposium on Eye Tracking Research and Applications
Publisher:
ACM, New York, NY, USA
DOI:
10.1145/3715669.3727352
Author(s):
Valentin Foucher, 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:
10.1145/3588015.3589515
Author(s):
Ekin, M., Krejtz, K., & Krejtz, I.
Published in:
Proceedings of the ACM on Human-Computer Interaction.
Publisher:
ACM, New York, NY, USA
DOI:
10.1145/3725832
Author(s):
Jingwei Kang, Maarten de Rijke, Santiago de Leon-Martinez, Harrie Oosterhuis
Published in:
Proceedings of the 2025 ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR '25)
Publisher:
Association for Computing Machinery
DOI:
10.1145/3731120.3744585
Author(s):
Lin Che, Yizi Chen, Tanhua Jin, Martin Raubal, Konrad Schindler, Peter Kiefer
Published in:
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025
Publisher:
ACM
DOI:
10.1145/3748636.3762707
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):
Santiago de Leon-Martinez
Published in:
WSDM '24: The 17th ACM International Conference on Web Search and Data Mining, 2024, ISBN 979-8-4007-0371-3
Publisher:
Association for Computing Machinery
DOI:
10.48550/ARXIV.2307.01866
Author(s):
Foucher, V., de Leon-Martinez, S., & Moro, R.
Published in:
In 2025 Symposium on Eye Tracking Research and Applications
Publisher:
ACM, New York, NY, USA.
DOI:
10.1145/3715669.3723129
Author(s):
Mohammadhossein Salari, Roman Bednarik
Published in:
Companion Proceedings of the 26th International Conference on Multimodal Interaction, 2024
Publisher:
ACM
DOI:
10.1145/3686215.3688383
Author(s):
Santiago de Leon-Martinez, Jingwei Kang, Robert Moro, Maarten de Rijke, Branislav Kveton, Harrie Oosterhuis, Maria Bielikova
Published in:
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’25)
Publisher:
ACM
DOI:
10.1145/3726302
Author(s):
Mehtap Cakir, Anke Huckauf
Published in:
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA '24)
Publisher:
ACM
DOI:
10.1145/3655614
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):
Valentin Foucher, Anke Huckauf
Published in:
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA '24)
Publisher:
ACM
DOI:
10.1145/3655612
Author(s):
Jiao, C., Hu, Z., & Bulling, A.
Published in:
UIST '25: Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology
Publisher:
ACM
DOI:
10.1145/3746059.3747749
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):
Valentin Foucher, Anke Huckauf
Published in:
Journal of Eye Movement Research, Issue 19, 2026, ISSN 1995-8692
Publisher:
MDPI AG
DOI:
10.3390/JEMR19010021
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):
Brent Chamberlain, David Evans, Laura Schalbetter, Peter Kiefer, Adrienne Grêt-Regamey, Ulrike Wissen Hayek
Published in:
Journal of Digital Landscape Architecture, Issue 10, ISSN 2511-624X
Publisher:
Wichmann Verlag
DOI:
10.14627/537754042
Author(s):
Mohammadhossein Salari, Diederick C. Niehorster, Marcus Nyström, Roman Bednarik
Published in:
Behavior Research Methods, Issue 58, 2025, ISSN 1554-3528
Publisher:
Springer Science and Business Media LLC
DOI:
10.3758/S13428-025-02880-3
Author(s):
Chuhan Jiao, Yao Wang, Guanhua Zhang, Mihai Bâce, Zhiming Hu, Andreas Bulling
Published in:
ACM Transactions on Interactive Intelligent Systems, 2025, ISSN 2160-6455
Publisher:
Association for Computing Machinery (ACM)
DOI:
10.1145/3772075
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
Author(s):
Merve Ekin, Krzysztof Krejtz, Carlos Duarte, Andrew T. Duchowski, Izabela Krejtz
Published in:
Scientific Reports, Issue 15, 2025, ISSN 2045-2322
Publisher:
Springer Science and Business Media LLC
DOI:
10.1038/S41598-025-89336-Y
Author(s):
Mehtap Çakır, Anke Huckauf
Published in:
Scientific Reports, Issue 16, 2026, ISSN 2045-2322
Publisher:
Springer Science and Business Media LLC
DOI:
10.1038/S41598-026-39411-9
Author(s):
Wang, Y., Raubal, M., Kiefer, P.
Publisher:
ETH Zürich
DOI:
10.3929/ETHZ-C-000785081
Searching for OpenAIRE data...
There was an error trying to search data from OpenAIRE
No results available