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DATAPACT: COMPLIANCE BY DESIGN OF DATA/AI OPERATIONS AND PIPELINES

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

Publications

Towards a Toolkit for Semantic Interoperability in Data Spaces (opens in new window)

Author(s): An Ngoc Lam, Roberto Avogadro, Francisco Martin-Recuerda, Brian Elvesæter, Xiang Ma, Erik Johan Nystad, Dumitru Roman, Arne J. Berre
Published in: 2025 IEEE 8th International Conference on Industrial Cyber-Physical Systems (ICPS), 2025
Publisher: IEEE
DOI: 10.1109/ICPS65515.2025.11087848

How CO2STLY Is CHI? The Carbon Footprint of Generative AI in HCI Research and What We Should Do About It (opens in new window)

Author(s): Nanna Inie; Jeanette Falk; Raghavendra Selvan
Published in: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025
Publisher: Association for Computing Machinery
DOI: 10.1145/3706598.3714227

Automated Compliance for Data and AI Pipelines: the DataPACT Project

Author(s): • Maidens, C., Pareti, P., Roman, D., & Konstantinidis, G.

Performance per Resource Unit as a metric to promote Small-Scale Deep Learning in Medical Image Analysis (opens in new window)

Author(s): Raghavendra Selvan, Bob Pepin, Christian Igel, Gabrielle Samuel, Erik B Dam
DOI: 10.48550/ARXIV.2403.12562

Climate And Resource Awareness is Imperative to Achieving Sustainable AI (and Preventing a Global AI Arms Race) (opens in new window)

Author(s): Pedram Bakhtiarifard, Pınar Tözün, Christian Igel, Raghavendra Selvan
Publisher: arXiv.org
DOI: 10.48550/ARXIV.2502.20016

ADApt: Edge Device Anomaly Detection and Microservice Replica Prediction (opens in new window)

Author(s): Mehran, Narges; Nikolov, Nikolay; Prodan, Radu; Roman, Dumitru; Kimovski, Dragi; Pallas, Frank; Dorfinger, Peter
Published in: 2025 IEEE 9th International Conference on Fog and Edge Computing (ICFEC), 2025
Publisher: IEEE
DOI: 10.48550/ARXIV.2504.03698

Bag Containment of Join-On-Free Queries. (opens in new window)

Author(s): Konstantinidis, George; Mogavero, Fabio
Published in: 2025
Publisher: Leibniz-Zentrum für Informatik
DOI: 10.4230/LIPICS.ICDT.2025.5

DAVE: A Framework for Assisted Analysis of Document Collections in Knowledge-Intensive Domains (opens in new window)

Author(s): Ruben Agazzi, Renzo Alva Principe, Riccardo Pozzi, Marco Ripamonti, Matteo Palmonari
Published in: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025
Publisher: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/IJCAI.2025/1246

Evaluation and Comparison Semantics for ODRL

Author(s): 1. Salas, J. O., Pareti, P., Yumusak, S., Gheisari, S., Ibáñez, L.-D., & Konstantinidis, G.
Publisher: arXiv.org

Knowledge graph-driven policy enforcement in urban dataspace

Author(s): 12. Petrova-Antonova, D., Pareti, P., Tomov, P., Yumusak, S., Maidens, C., Jiang, S., Konstantinidis, G., & Roman, D.
Publisher: JCKG 2025

Prompt2DAG: A Modular Prompting Approach for Democratizing Data Pipeline Generation (opens in new window)

Author(s): Abubakari Alidu, Michele Ciavotta, Flavio De Paoli
Published in: 2025 IEEE International Conference on Software Services Engineering (SSE), 2025
Publisher: IEEE
DOI: 10.1109/SSE67621.2025.00010

Efficient Uncertainty Estimation for LLM-based Entity Linking in Tabular Data (opens in new window)

Author(s): Carlo Bono, Federico Belotti, Matteo Palmonari
DOI: 10.48550/ARXIV.2510.01251

MINiDM: Multi-issue negotiation in decentralised data marketplaces

Author(s): 14. Gheisari, S., Salas, J. O., Yumusak, S., & Konstantinidis, G.
Publisher: VLDB

Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups (opens in new window)

Author(s): Davide Ghilardi, Federico Belotti, Marco Molinari, Tao Ma, Matteo Palmonari
Publisher: arXiv.org
DOI: 10.48550/ARXIV.2410.21508

Oscillations make neural networks robust to quantization (opens in new window)

Author(s): Jonathan Wenshøj, Bob Pepin, Raghavendra Selvan
DOI: 10.48550/ARXIV.2502.00490

MammoTab 25: A Large-Scale Dataset for Semantic Table Interpretation - Training, Testing, and Detecting Weaknesses (opens in new window)

Author(s): Marco Cremaschi, Federico Belotti, Jennifer D’Souza, Matteo Palmonari
Published in: Lecture Notes in Computer Science, The Semantic Web – ISWC 2025, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-09530-5_8

ReFactX: Scalable Reasoning with Reliable Facts via Constrained Generation (opens in new window)

Author(s): Riccardo Pozzi, Matteo Palmonari, Andrea Coletta, Luigi Bellomarini, Jens Lehmann, Sahar Vahdati
Published in: Lecture Notes in Computer Science, The Semantic Web – ISWC 2025, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-09527-5_16

From Code to Concept: A Semantic Approach to AI Innovation Discovery in Open Source Software Repositories (opens in new window)

Author(s): Inna Novalija, Dumitru Roman, Federico Belotti, Vladimir Alexiev, Luis Rei, Roberto Avogadro, Babak Khalilvandian, Boyan Bechev, Catalina Alexandra Chinie, Iulia Ciurea, Janez Brank, Cosmin Udroiu, Ahmet Soylu, Matteo Palmonari
Published in: IEEE Access, Issue 13, 2025, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3590135

IEEE Access (opens in new window)

Author(s): Inna Novalija; Dumitru Roman; Federico Belotti; Vladimir Alexiev; Luis Rei; Roberto Avogadro; Babak Khalilvandian; Boyan Bechev; Catalina Alexandra Chinie; Iulia Ciurea; Janez Brank; Cosmin Udroiu; Ahmet Soylu; Matteo Palmonari
Published in: IEEE Access, 2025, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2025.3590135

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