AI-Ops Framework for Automated, Intelligent and Reliable Data/AI Pipelines Lifecycle with Humans-in-the-Loop and Coupling of Hybrid Science-Guided and AI Models

Project Information

AI-DAPT

Grant agreement ID: 101135826

DOI

10.3030/101135826

EC signature date 23 October 2023

Start date 1 January 2024

End date 30 June 2027

Funded under

• Digital, Industry and Space

Total cost

€ 8 995 540,00

EU contribution

€ 8 995 540,00

Coordinated by

ATHINA-EREVNITIKO KENTRO KAINOTOMIAS STIS TECHNOLOGIES TIS PLIROFORIAS, TON EPIKOINONION KAI TIS GNOSIS
Greece

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

Data Management Plan (1)

D7.2 – Data Management Plan - Draft

First version of the Data Management Plan

Documents, reports (4)

D1.2 – AI-DAPT Automated AI Pipeline Design and Technical Requirements – Draft Version

Framework Design, Tech Reqs and Research Agenda - a

D1.1 – AI-DAPT Automated AI Pipeline End- User Needs and Scientific/Technology Radar

End-Users Needs and SotA

D6.1 – Dissemination, Communication, Engagement & Innovation Plan

Dissemination, Communication, Engag. Plan, Website Release

D7.1 – Project Management Handbook

Project Management Handbook

Publications

Other (1)

Effector: A Python package for regional explanations

Author(s): Gkolemis, Vasilis; Diou, Christos; Ntoutsi, Eirini; Dalamagas, Theodore; Bischl, Bernd; Herbinger, Julia; Casalicchio, Giuseppe
Publisher: arvix
DOI: 10.48550/ARXIV.2404.02629

Conference proceedings (8)

Bridging Data and AIOps for Future AI Advancements with Human-in-the-loop. The AI-DAPT Concept

Author(s): Koussouris, Sotirios; Dalamagas, Theodore; Figueiras, Paulo; Pallis, George; Bountouni, Nefeli; Gkolemis, Vasilis; Perakis, Konstantinos; Bibikas, Dimitris; Agostinho, Carlos
Published in: ISSN 2693-8855
Publisher: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794334

PROMIS: A Post-Processing Framework for Mitigating Spatial Bias

Author(s): Dimitris Kyriakopoulos, Dimitris Sacharidis, Giorgos Giannopoulos , Dimitris Gunopulos, Theodore Dalamagas
Published in: Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL '25), 2025
Publisher: ACM
DOI: 10.1145/3748636.3762760

Socioeconomic and demographic disparities in fitness center visits

Author(s): Ioannou, G., Pallis, G., Dikaiakos, M., & Nicolaides, C.
Published in: 24th IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT'25), London, UK, 15 – 18 November 2025, 2025
Publisher: IEEE

Fast and Accurate Regional Effect Plots for Automated Tabular Data Analysis

Author(s): Gkolemis, Vasilis; Diou, Christos; Ntoutsi, Eirini; Dalamagas, Theodore
Published in: ISSN 2150-8097
Publisher: VLDB Endowment
DOI: 10.5281/ZENODO.15235715

Data Ingestion and Harmonisation for the Maritime Domain

Author(s): Rega, Bruno; Figueiras, Paulo; Grilo, Andre; Khodamoradi, Mohammad Amin; Lourenço, Luis; Agostinho, Carlos; Jardim-Goncalves, Ricardo
Published in: ISSN 2693-8855
Publisher: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794344

Big Data Visualisation in the Maritime Industry

Author(s): Lourenço, Luis; Figueiras, Paulo; Khodamoradi, Mohammad Amin; Grilo, André; Rega, Bruno; Costa, Ruben; Jardim-Goncalves, Ricardo
Published in: ISSN 2693-8855
Publisher: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794236

Fast and Robust Simulation-Based Inference With Optimization Monte Carlo

Author(s): V. Gkolemis, C. Diou, M. U. Gutmann
Published in: 2026
Publisher: AISTATS

Hybrid Model Engineering: A Residual Learning Approach for Modular AI Pipelines

Author(s): Chrysoula, T., Daropoulos, V., Grilo, A., Gkolemis, V., Tzerefos, A., Lavasa, E., Dalamagas, T., Keranidis, S
Published in: Proceedings of 32nd IEEE/ITCM ICE Conference (ICE), Porto, Portugal, 22nd-25th June 2026, 2026
Publisher: IEEE

Peer reviewed articles (4)

Vessel Traffic Density Prediction: A Federated Learning Approach

Author(s): Amin Khodamoradi, Paulo Alves Figueiras, André Grilo, Luis Lourenço, Bruno Rêga, Carlos Agostinho, Ruben Costa, Ricardo Jardim-Gonçalves
Published in: ISPRS International Journal of Geo-Information, Issue 14, 2025, ISSN 2220-9964
Publisher: MDPI AG
DOI: 10.3390/IJGI14090359

GLANCE: Global Actions in a Nutshell for Counterfactual Explainability

Author(s): Loukas Kavouras, Eleni Psaroudaki, Konstantinos Tsopelas, Dimitrios Rontogiannis, Nikolaos Theologitis, Dimitris Sacharidis, Giorgos Giannopoulos, Dimitrios Tomaras, Kleopatra Markou, Dimitrios Gunopulos, Dimitris Fotakis, Ioannis Emiris
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 40, 2026, ISSN 2374-3468
Publisher: Association for the Advancement of Artificial Intelligence (AAAI)
DOI: 10.1609/AAAI.V40I27.39414

The Convergence of Data-Centric Engineering and Adaptive AI Operations: A Comprehensive Framework for Trustworthy Hybrid Systems

Author(s): Sotiris Koussouris, Dimitrios Panopoulos
Published in: Technical Annals, Issue 2, 2026, ISSN 2945-0330
Publisher: National Documentation Centre (EKT)
DOI: 10.12681/TA.44139

Utilizing large-scale human mobility data to identify determinants of physical activity

Author(s): Giorgos Ioannou, George Pallis, Marios Dikaiakos, Christos Nicolaides
Published in: Scientific Reports, Issue 15, 2025, ISSN 2045-2322
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/S41598-025-87017-4

Book chapters (3)

Hybrid Intelligence: The Fusion of Science-Based and Machine Learning Models

Author(s): Lavasa, E. Chrysoula, T. Gkolemis, V. Sinnis, C. Dalamagas, T. Koussouris, S. Bountouni, N. Perakis, K. Daropoulos, V. Keranidis, S. Lambri, C. Ioannou, G. Pallis, G. Dikaiakos, M. Crippa, D., Tabone, A. Bibikas, D. Hans, C. Hellbach, R. Bouras, D.
Published in: Springer Nature, 2026, ISBN 978-3-032-10561-5
Publisher: Springer
DOI: 10.1007/978-3-032-10561-5

Roadmaps and Agendas for Research and Innovation in Artificial Intelligence, Data, and Robotics

Author(s): P. Figueiras, G. Ioannou, C. Lambri, S. Reji, E. Mossali, M. Imarisio Neviani, S. Koussouris, N. Bountouni, M. Da Bormida in Cugurra, R. Hellbach, D. Bibikas, P. O’Brien, C. Agostinho & R. Jardim-Gonçalves
Published in: Springer Nature, 2026, ISBN 978-3-032-10561-5
Publisher: Springer
DOI: 10.1007/978-3-032-10561-5_19

The Cross-Fertilization Between the Human-in-the-Loop Approach and the Explainable AI Techniques Toward Trustworthiness

Author(s): Marina Da Bormida in Cugurra, Sotiris Koussouris, Daniele Crippa, Carl Hans, Robert Hellbach, Andre Tabone & Dimitris Bibikas
Published in: Springer Nature, 2026, ISBN 978-3-032-10561-5
Publisher: Springer
DOI: 10.1007/978-3-032-10561-5_5