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
First version of the Data Management Plan. It will be maintained and updated internally throughout the project.
This report will document the activities, methodology and outcomes of the co-creation and analysis of system/user requirements and will outline the overall architecture of the MAMMoth bias toolkit. UNIBO will be in charge of the user requirements analysis, EXUS will lead the toolkit architecture design, and CERTH will coordinate the overall process and writing of the deliverable.
Publications
Author(s):
Mauritz N. Cartier van Dissel, Samuel Martin-Gutierrez, Lisette Espín-Noboa, Ana María Jaramillo, Fariba Karimi
Published in:
Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025
Publisher:
ACM
DOI:
10.1145/3715275.3732143
Author(s):
Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos, Christos Diou
Published in:
2025
Publisher:
IEEE/CVF
Author(s):
Simone Fabbrizzi, Xuan Zhao, Emmanouil Krasanakis, Symeon Papadopoulos, and Eirini Ntoutsi
Published in:
Studying bias in visual features through the lens of optimal transport., 2023
Publisher:
Data Mining and Knowledge Discovery
DOI:
10.1007/s10618-023-00972-2
Author(s):
Arjun Roy, Christos Koutlis, Symeon Papadopoulos, Eirini Ntoutsi
Published in:
2024 International Joint Conference on Neural Networks (IJCNN), 2024
Publisher:
IEEE
DOI:
10.1109/IJCNN60899.2024.10651221
Author(s):
Elmokhtar Mohamed Moussa, Ioannis Sarridis, Emmanouil Krasanakis, Nathan Ramoly, Symeon Papadopoulos, Ahmad Montaser Awal, Lara Younes
Published in:
Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops, Issue pp. 1421-1428, 2025
Publisher:
CVF
Author(s):
Ghodsi, S., Amjad Seyedi, S., and Ntoutsi, E
Published in:
Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering, 2024, ISBN 978-981-97-2242-6
Publisher:
Springer, Singapore
DOI:
10.1007/978-981-97-2242-6_23
Author(s):
Arjun Roy, Jan Horstmann, Eirini Ntoutsi
Published in:
"""Multi-dimensional discrimination in Law and Machine Learning - A comparative overview""", 2023, ISBN 9798400701924
Publisher:
ACM FAccT
DOI:
10.1145/3593013.3593979
Author(s):
"""Swati, Swati, Arjun Roy, Eirini Ntoutsi """
Published in:
2024
Publisher:
EWAF 2024
DOI:
10.48550/ARXIV.2407.16892
Author(s):
Arjun Roy, Jan Horstmann, Eirini Ntoutsi
Published in:
2023 ACM Conference on Fairness, Accountability, and Transparency, 2025
Publisher:
ACM
DOI:
10.1145/3593013.3593979
Author(s):
Ramanaik, Chethan Krishnamurthy and Roy, Arjun and Ntoutsi, Eirini
Published in:
2024
Publisher:
Accepted in the BIAS workshop, co-located with ECML PKDD 2024
DOI:
10.48550/ARXIV.2407.03864
Author(s):
Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos, Christos Diou
Published in:
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2025
Publisher:
ACM
DOI:
10.1145/3652583.3658007
Author(s):
Panagiotou, Emmanouil and Roy, Arjun and Ntoutsi, Eirini
Published in:
2024
Publisher:
Accepted in the BIAS workshop, co-located with ECML PKDD 2024
DOI:
10.48550/ARXIV.2409.05215
Author(s):
Arjun Roy, Stavroula Rizou, Symeon Papadopoulos, Eirini Ntoutsi
Published in:
Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025, ISBN 9798400714825
Publisher:
ACM
DOI:
10.1145/3715275.3732125
Author(s):
Emmanouil Panagiotou, Eirini Ntoutsi
Published in:
2025
Publisher:
Springer, Cham
DOI:
10.1007/978-3-031-74630-7_24
Author(s):
Georgia Baltsou, Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos
Published in:
2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024
Publisher:
IEEE
DOI:
10.1109/FG59268.2024.10581864
Author(s):
Emmanouil Krasanakis, Symeon Papadopoulos
Published in:
Workshop on AI bias: Measurements, Mitigation, Explanation Strategies (AIMMES 2024), 2024, ISSN 2331-8422
Publisher:
Workshop on AI bias: Measurements, Mitigation, Explanation Strategies (AIMMES 2024)
DOI:
10.48550/arXiv.2405.19022
Author(s):
Emmanouil Panagiotou, Manuel Heurich, Tim Landgraf, Eirini Ntoutsi
Published in:
Proceedings of the 5th ACM International Conference on AI in Finance, 2024
Publisher:
ACM
DOI:
10.1145/3677052.3698673
Author(s):
Ian Slesinger, Evren Yalaz, Stavroula Rizou, Marta Gibin, Emmanouil Krasanakis, Symeon Papadopoulos
Published in:
Societies, Issue 14, 2024, ISSN 2075-4698
Publisher:
MDPI AG
DOI:
10.3390/SOC14120259
Author(s):
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
Published in:
Applied Sciences, Issue 14, 2024, ISSN 2076-3417
Publisher:
MDPI AG
DOI:
10.3390/APP14114533
Author(s):
Pietro Melzi, Ruben Tolosana, Ruben Vera-Rodriguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiao-Yu Zhang, Jinlin Wu, Zhen Lei, Suvidha
Published in:
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems, 2024, ISSN 1566-2535
Publisher:
Elsevier
DOI:
10.1016/j.inffus.2024.102322
Author(s):
Ureña-Carrion, J., Karimi, F., Iñiguez, G., & Kivelä, M. (2023)
Published in:
Assortative and preferential attachment lead to core-periphery networks, 2023, ISSN 2643-1564
Publisher:
PHYSICAL REVIEW RESEARCH
DOI:
10.1103/PhysRevResearch.5.043287
Author(s):
Ioannis Sarridis; Christos Koutlis; Symeon Papadopoulos; Christos Diou
Published in:
Proceedings of BIAS 2023 Workshop, ECML/PKDD, 2023, ISSN 2331-8422
Publisher:
Proceedings of BIAS 2023 Workshop, ECML/PKDD
DOI:
10.48550/arxiv.2307.10011
Author(s):
Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos, Christos Diou
Published in:
IEEE Transactions on Pattern Analysis and Machine Intelligence, Issue 47, 2024, ISSN 0162-8828
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
DOI:
10.1109/TPAMI.2024.3487254
Author(s):
Karimi, F., Oliveira, M.
Published in:
On the inadequacy of nominal assortativity for assessing homophily in networks., 2023, ISSN 2045-2322
Publisher:
Nature Publishing Group
DOI:
10.1038/s41598-023-48113-5
Author(s):
Lucy Avraamidou
Published in:
Can we Disrupt the Momentum of the AI Colonization of Science Education?, 2024, ISSN 1098-2736
Publisher:
Journal of Research in Science Teaching
DOI:
10.1002/tea.21961
Author(s):
Javier Ureña-Carrión, Fariba Karimi, Gerardo Íñiguez, Mikko Kivelä
Published in:
Physical Review Research, Issue 5, 2023, ISSN 2643-1564
Publisher:
American Physical Society (APS)
DOI:
10.1103/PHYSREVRESEARCH.5.043287
Author(s):
Dagmar Mercedes Heeg, Lucy Avraamidou
Published in:
The Use of AI in school science: a Systematic Literature Review, 2023, ISSN 1469-5790
Publisher:
Taylor & Francis Group
DOI:
10.1080/09523987.2023.2264990
Author(s):
Fariba Karimi, Marcos Oliveira
Published in:
Scientific Reports, Issue 13, 2024, ISSN 2045-2322
Publisher:
Springer Science and Business Media LLC
DOI:
10.1038/S41598-023-48113-5
Author(s):
Dagmar Mercedes Heeg, Lucy Avraamidou
Published in:
Education and Information Technologies, 2024, ISSN 1573-7608
Publisher:
Springer Nature
DOI:
10.1007/S10639-024-13169-X
Author(s):
Leonie Neuhäuser, Fariba Karimi, Jan Bachmann, Markus Strohmaier, Michael T Schaub
Published in:
Improving the visibility of minorities through network growth interventions, 2023, ISSN 2399-3650
Publisher:
Communications Physics
DOI:
10.1038/s42005-023-01218-9
Author(s):
Emmanouil Maragkoudakis, Symeon Papadopoulos, Iraklis Varlamis, Christos Diou
Published in:
Communications in Computer and Information Science, Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025
Publisher:
Springer Nature Switzerland
DOI:
10.1007/978-3-031-74630-7_16
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