ENFIELD: European Lighthouse to Manifest Trustworthy and Green AI

Informations projet

ENFIELD

N° de convention de subvention: 101120657

DOI

10.3030/101120657

Date de signature de la CE 26 Juin 2023

Date de début 1 Septembre 2023

Date de fin 31 Août 2026

Financé au titre de

Digital, Industry and Space

Coût total

€ 11 262 750,00

Contribution de l’UE

€ 11 262 750,00

11 262 750,00

Coordonné par

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Norway

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

DMP 2

DMP updated in accordance with the progress of the project

DMP 1

DMP prepared in accordance with HOE data management requirements

CEDC intermediate report

Outlines all collective activities and outcomes of WP6 tasks and includes an updated CEDC plan for actions covering the remaining period.

Open Call Evaluation Report 1

Presents outcomes from Calls launched in M6, M10, M12: a ranked list of applicants, decision on funding and call statistics and updates of the call text for both schemes.

Activities plan

Outlines a plan of activities to contribute to European policy, standardization, certification and regulation and a plan of activities aiming to boost innovation potential of the project.

Initial report for verticals

Highlights current and future potential and challenges within the verticals and sets a specific plan for the co-creation activities within the consortium and beyond

Intermediate report for verticals

Updates research potential and challenges for the verticals, outlines scientific progress and outcomes and progress of innovation projects and results of co-creation events

Call Documentation

Delivers Guide for Applicants, Model Contracts, Proposal Template, Call text, evaluation plan for the calls for both the mobility and innovation schemes.

Initial report for pillars

Shows priority research topics, targeted scientific progress, a plan for co-creation.

CRVR initial version

Outlines scientific (per pillars and verticals), education and training and exploitation and extension dimensions of the ENFIELD network; includes global priorities and cooperation items.

Publications

Intelligent frequency control of AC microgrids with communication delay: An online tuning method subject to stabilizing parameters

Auteurs: Komeil Nosrati, Vjatseslav Skiparev, Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
Publié dans: Energy and AI, Numéro 18, 2024, ISSN 2666-5468
Éditeur: Elsevier BV
DOI: 10.1016/J.EGYAI.2024.100421

Trustworthy AI for Whom? GenAI Detection Techniques of Trust Through Decentralized Web3 Ecosystems

Auteurs: Igor Calzada, Géza Németh, Mohammed Salah Al-Radhi
Publié dans: Big Data and Cognitive Computing, Numéro 9, 2025, ISSN 2504-2289
Éditeur: MDPI AG
DOI: 10.3390/BDCC9030062

An exploratory analysis of the last frontier: A systematic literature review of cybersecurity in space

Auteurs: Georgios Kavallieratos, Sokratis Katsikas
Publié dans: International Journal of Critical Infrastructure Protection, Numéro 43, 2023, ISSN 1874-5482
Éditeur: Elsevier BV
DOI: 10.1016/J.IJCIP.2023.100640

A revised cognitive mapping methodology for modeling and simulation

Auteurs: Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
Publié dans: Knowledge-Based Systems, Numéro 299, 2024, ISSN 0950-7051
Éditeur: Elsevier BV
DOI: 10.1016/j.knosys.2024.112089

Stability analysis and energy harvesting in lumped parameter systems with internally coupled resonators

Auteurs: Hossein Alimohammadi, Kristina Vassiljeva, S Hassan HosseinNia, Eduard Petlenkov
Publié dans: Journal of Vibration and Control, Numéro 31, 2025, ISSN 1077-5463
Éditeur: SAGE Publications
DOI: 10.1177/10775463241241161

Data-driven baseline generation for post-retrofit energy saving assessment, a comparison of statistical and machine learning methods

Auteurs: Helena Kuivjõgi, Sofia Vasman, Eduard Petlenkov, Martin Thalfeldt, Jarek Kurnitski
Publié dans: Journal of Building Engineering, Numéro 98, 2024, ISSN 2352-7102
Éditeur: Elsevier
DOI: 10.1016/J.JOBE.2024.111016

Carbon-aware dynamic tariff design for electric vehicle charging stations with explainable stochastic optimization

Auteurs: Carlos A.M. Silva, Ricardo J. Bessa
Publié dans: Applied Energy, Numéro 389, 2025, ISSN 0306-2619
Éditeur: Elsevier BV
DOI: 10.1016/J.APENERGY.2025.125674

Improved water resources management for smart farming: a case study for Cyprus

Auteurs: Stelios P. Neophytides, Marinos Eliades, Michalis Mavrovouniotis, Christiana Papoutsa, George Papadavid, Diofantos G. Hadjimitsis
Publié dans: Scientific Reports, Numéro 14, 2024, ISSN 2045-2322
Éditeur: Springer Science and Business Media LLC
DOI: 10.1038/S41598-024-82797-7

A revised cognitive mapping methodology for modeling and simulation

Auteurs: Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
Publié dans: Knowledge-Based Systems, Numéro 299, 2024, ISSN 0950-7051
Éditeur: Elsevier BV
DOI: 10.1016/J.KNOSYS.2024.112089

Online Review-Assisted Product Improvement Attribute Extraction and Prioritization Method for Small- and Medium-Sized Enterprises

Auteurs: Keqin Wang, Angqi Lei, Zhihong Huang, Zhijiao Gao, Qingyu Ma, Chen Zheng, Jing Li, Benoît Eynard, Jinhua Xiao
Publié dans: Systems, Numéro 13, 2025, ISSN 2079-8954
Éditeur: MDPI AG
DOI: 10.3390/SYSTEMS13030149

Online Review-Assisted Product Improvement Attribute Extraction and Prioritization Method for Small- and Medium-Sized Enterprises

Knowledge Extraction from LLMs for Scalable Historical Data Annotation

Auteurs: Fabio Celli, Dmitry Mingazov
Publié dans: Electronics, Numéro 13, 2024, ISSN 2079-9292
Éditeur: MDPI AG
DOI: 10.3390/ELECTRONICS13244990

LogicLSTM: Logically-driven long short-term memory model for fault diagnosis in gearboxes

Auteurs: Eduard Hogea, Darian M. Onchiş, Ruqiang Yan, Zheng Zhou
Publié dans: Journal of Manufacturing Systems, Numéro 77, 2025, ISSN 0278-6125
Éditeur: Elsevier BV
DOI: 10.1016/J.JMSY.2024.10.003

Intelligent frequency control of AC microgrids with communication delay: An online tuning method subject to stabilizing parameters

shapr: An R-package for explaining machine learning models with dependence-aware Shapley values

Auteurs: Nikolai Sellereite, Martin Jullum
Publié dans: Journal of Open Source Software, Numéro 5, 2025, ISSN 2475-9066
Éditeur: The Open Journal
DOI: 10.21105/JOSS.02027

Stability analysis and energy harvesting in lumped parameter systems with internally coupled resonators

Auteurs: Hossein Alimohammadi, Kristina Vassiljeva, S Hassan HosseinNia, Eduard Petlenkov
Publié dans: Journal of Vibration and Control, Numéro 31, 2024, ISSN 1077-5463
Éditeur: SAGE Publications
DOI: 10.1177/10775463241241161

Vehicle Ego-Trajectory Segmentation Using Guidance Cues

Auteurs: Andrei Mihalea, Adina Magda Florea
Publié dans: Applied Sciences, Numéro 14, 2024, ISSN 2076-3417
Éditeur: MDPI AG
DOI: 10.3390/APP14177776

Architectural Enhancements and Feature Optimization of AutoVocoder for High-Quality Speech Synthesis

Auteurs: Riad Larbi, Mohammed Salah Al-Radhi
Publié dans: 3rd Workshop on Intelligent Infocommunication Networks, Systems and Services, 2025
Éditeur: Budapest University of Technology and Economics
DOI: 10.3311/WINS2025-005

Effects of Sinusoidal Model on Non-Parallel Voice Conversion with Adversarial Learning

Auteurs: Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh
Publié dans: Applied Sciences, Numéro 11, 2024, ISSN 2076-3417
Éditeur: MDPI AG
DOI: 10.3390/APP11167489

Optimizing Cardiac MRI Segmentation: An Ensemble Approach with U-Net Variants

Auteurs: Botond Bárdos-Deák, Adrián Tibor Bodai, Mohammed Salah Al-Radhi
Publié dans: 3rd Workshop on Intelligent Infocommunication Networks, Systems and Services, 2025
Éditeur: Budapest University of Technology and Economics
DOI: 10.3311/WINS2025-012

Approximating Family of Steep Traveling Wave Solutions to Fisher's Equation with PINNs

Auteurs: Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C Geiger
Publié dans: 2024
Éditeur: ICLR 2024 Workshop on AI4DifferentialEquations In Science

Safety-driven Electronic Components disassembly through Human-Robot Collaboration framework

Auteurs: Nima Rahmani Choubeh, Mostafa Zarei, Walter Quadrini, Sergio Gusmeroli, Luca Fumagalli
Publié dans: 2024
Éditeur: https://www.msc-les.org/ism2024/

Automated Behavior Labeling for IIoT Data

Auteurs: Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu H. Nguyen
Publié dans: 2023
Éditeur: IOT'23

Mining bias-target Alignment from Voronoi Cells

Auteurs: Rémi Nahon, Van-Tam Nguyen, Enzo Tartaglione
Publié dans: 2023
Éditeur: Workshop on Resource Efficient Deep Learning for Computer Vision, ICCV

Approaching interoperability and data-related processing issues in a human-centric industrial scenario

Auteurs: Danish Abbas Syed, Walter Quadrini, Nima Rahmani Choubeh, Marta Pinzone and Sergio Gusmeroli
Publié dans: 2024
Éditeur: https://giecs.eu/
DOI: 10.1007/978-3-031-78572-6_2

Putting Context Into Hypermedia Multi-Agent Systems

Auteurs: Alexandru Sorici, Adina Florea
Publié dans: 2024
Éditeur: EUMAS 2024

Tree-based explainable clustering for drought severity predictions in United States

Auteurs: Stelios P. Neophytides, Michalis Mavrovouniotis, Marinos Eliades, Felix Bachofer, Diofantos G. Hadjimitsis
Publié dans: 2024
Éditeur: RSCy 2024

On Applying GraphLime for Trustworthy Diabet Prediction

Auteurs: Flavia Costi, Darian Onchis, Codruta Istin, Adina Magda Florea, Eduard Hogea
Publié dans: 2024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2024
Éditeur: IEEE
DOI: 10.1109/SYNASC65383.2024.00042

Nonparallel Expressive TTS for Unseen Target Speaker using Style-Controlled Adaptive Layer and Optimized Pitch Embedding

Auteurs: Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh
Publié dans: 2023
Éditeur: SpeD 2023

Interval Criterion-Based Evidential Set-Valued Classification

Auteurs: Imoussaten A., Montmain, J..
Publié dans: 2024
Éditeur: https://ipmu2024.inesc-id.pt/

Raft Protocol for Fault Tolerance and Self-Recovery in Federated Learning

Auteurs: Rustem Dautov, Erik Johannes Husom
Publié dans: 2024
Éditeur: SEAMS 2024

Machine Learning to Predict Microvascular Obstruction and Left Ventricular Dysfunction in ST-Elevation Myocardial Infarction

Auteurs: Gregor Baer, Isel Grau, Chao Zhang, Pieter Van Gorp, Inge F. Wijnbergen, J.M. van Dantzig, B.R.G. (Guus) Brueren, Harrie C.M. van den Bosch, Pieter Jan Vlaar, W.A.L. (Pim) Tonino, Koen Teeuwen, Annemiek de Vos, Marcel van 't Veer, Colin Berry, Wikke Setz-
Publié dans: 2024
Éditeur: https://www.4pulse.nl/Congressen/homepage

Challenges, benefits, and open questions in Data-Driven Commercial Building Cooling Optimization

Auteurs: Ivan Sukhanov, Anna Volkova, Ahmet Kose, Allan Hani, Eduard Petlenkov
Publié dans: E3S Web of Conferences, Numéro 562, 2024, ISSN 2267-1242
Éditeur: EDP Sciences
DOI: 10.1051/E3SCONF/202456206003

Estimation of Crop Yield using Deep Learning for Precision Agriculture

Auteurs: Stelios P. Neophytides, Giorgia Guerissi, Michalis Mavrovouniotis, Marios Tzouvaras, Fabio Del Frate, Diofantos G. Hadjimitsis
Publié dans: 2024
Éditeur: https://rscy2024.cyprusremotesensing.com/
DOI: 10.1117/12.3037319.FULL

Tree-based explainable clustering for drought severity predictions in United States

Auteurs: Stelios P. Neophytides, Michalis Mavrovouniotis, Marinos Eliades, Felix Bachofer, Diofantos G. Hadjimitsis
Publié dans: 2024
Éditeur: https://rscy2024.cyprusremotesensing.com/
DOI: 10.1117/12.3037320

An Analysis of Federal and Municipal Chatbots in Germany An Analysis of Federal and Municipal Chatbots in Germany

Auteurs: Verena Traubinger, Sebastian Heil, Julian Grigera, Alejandra Garrido,Sonia Abhyankar,Martin Gaedke
Publié dans: 2024
Éditeur: CONVERSATIONS 2024 8th International Workshop on Chatbots and Human-centred AI
DOI: 10.13140/RG.2.2.13859.36641

Guided Attention for Interpretable Motion Captioning

Auteurs: Radouane, K., Lagarde, J., Ranwez, S., Tchechmedjiev, A.
Publié dans: 2024
Éditeur: The 35th British Machine Vision Conference

REPTILE: a Tool for Replay-driven Continual Learning in IIoT

Auteurs: Erik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu H. Nguyen
Publié dans: Proceedings of the International Conference on the Internet of Things, 2024
Éditeur: ACM
DOI: 10.1145/3627050.3630739

Data Quality as a Service Framework for AI-Enabled Industrial Internet of Things

Auteurs: Arda Goknil, Phu Nguyen, Erik Johannes Husom, Sagar Sen, Simeon Tverdal, Flavien Peysson, Dimitra Politaki, Roberto González-Velázquez
Publié dans: Proceedings of the 14th International Conference on the Internet of Things, 2025
Éditeur: ACM
DOI: 10.1145/3703790.3703794

Enhancing Expressive TTS Synthesis for Multilingual Low-Resource Languages: Challenges and Applications

Auteurs: Rami Kammoun, Mohamed Salah Al-Radhi, Géza Németh
Publié dans: 2024
Éditeur: https://www.ui.sav.sk/w/en/acoustics-and-speech-processing/

Novel Data Adaptation Techniques for Enhanced Lung Cancer Detection in CT Scans

Auteurs: Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
Publié dans: 2024
Éditeur: 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing

Comparison of Individualized and Group-based Machine Learning Approaches to Predict Rate of Perceived Exertion of Professional Football Players

Auteurs: Iwen DIOURON, Sébastien HARISPE, Abdelhak IMOUSSATEN, Maëlia DUHART, Antoine JOFFROY, Lucas TEXIER, Guilhem ESCUDIER, Gérard DRAY, Stéphane PERREY
Publié dans: 2024
Éditeur: 16th International Conference on Human System Interaction HSI 2024

Exchange strategies for multi-colony ant algorithms in dynamic environments

Auteurs: M. Mavrovouniotis, C. Li, D. Yazdani, D. Hadjimitsis
Publié dans: 2024, ISBN 979-8-3503-0836-5
Éditeur: https://2024.ieeewcci.org/

Demand Side Management for Commercial Buildings: Multiple Heating Systems Based Optimization in Real-Time

Auteurs: Köse, Ahmet; Sukhanov, Ivan; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, Eduard
Publié dans: 2024 IEEE International Conference on Engineering, Technology, and Innovation, 2024
Éditeur: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794302

Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training

Auteurs: Shruthi Gowda, Bahram Zonooz, Elahe Arani
Publié dans: 2024
Éditeur: ICLR 2024

Towards On-device Learning on the Edge: Ways to Select Neurons to Update under a Budget Constraint

Auteurs: Quélennec, A., Tartaglione, E., Mozharovskyi, P., & Nguyen, V. T.
Publié dans: 2024
Éditeur: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Explainable Cancer Segmentation through Classification

Auteurs: Andrei Dugaesescu, Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
Publié dans: 2024
Éditeur: 2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing

Long Short-term Cognitive Networks: An Empirical Performance Study

Auteurs: Gonzalo Nápoles, Isel Grau
Publié dans: 2024
Éditeur: 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2024

Contextualizing the “Why”: The Potential of Using Visual Map As a Novel XAI Method for Users with Low AI-literacy

Auteurs: Anniek Jansen, François Leborgne, Qiurui Wang, Chao Zhang
Publié dans: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
Éditeur: ACM
DOI: 10.1145/3613905.3650812

CTT: A Benchmark Dataset and Baseline for Expressive Child Speech Synthesis

Auteurs: Shaimaa Alwaisi, Mohammed Salah Al-Radhi, and Géza Németh
Publié dans: 2024, ISSN 1611-3349
Éditeur: 26th International Conference on Speech and Computer (SPECOM)

Exchange strategies for multi-colony ant algorithms in dynamic environments

Auteurs: M. Mavrovouniotis, C. Li, D. Yazdani, D. Hadjimitsis
Publié dans: 2024
Éditeur: IEEE 2024 World Congress on Computational Intelligence

Practical Demand Side Management and Demand Response in Large Scale Buildings with Multiple Case Studies

Auteurs: Ahmet Köse, Ivan Sukhanov, Mikk Maivel, Aleksei Tepljakov, Hossein Nourollahi Hokmabad, Eduard Petlenkov
Publié dans: 2024 20th International Conference on the European Energy Market (EEM), 2024
Éditeur: IEEE
DOI: 10.1109/EEM60825.2024.10608965

Data Augmented Rule-based Expert System to Control a Hybrid Storage System

Auteurs: Ricardo, J. Bessa; Francisco, Sousa Lobo; Francisco, Sousa Fernandes; Bernardo, Silva
Publié dans: 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON), 2024
Éditeur: IEEE
DOI: 10.5281/ZENODO.12753056

Privacy preserving and verifiable outsourcing of AI processing for cyber-physical systems

Auteurs: Georgios Spathoulas, Angeliki Katsika, and Georgios Kavallieratos
Publié dans: 2024
Éditeur: The 26th International Conference on Information and Communications Security (ICICS 2024)

Sparseness-Optimized Feature Importance

Auteurs: Isel Grau, Gonzalo Nápoles
Publié dans: Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63797-1_20

Safety-driven Electronic Components disassembly through Human-Robot Collaboration framework

Auteurs: Rahmani Choubeh, Nima; Zarei, Mostafa; Quadrini, Walter; FUMAGALLI, LUCA; Gusmeroli, Sergio
Publié dans: Procedia Computer Science, Numéro 253, 2025, ISSN 1877-0509
Éditeur: Elsevier
DOI: 10.1016/J.PROCS.2025.01.172

WNSWE: Web-Based Network Simulator for Web Engineering Education

Auteurs: Sebastian Heil, Lucas Schröder, Martin Gaedke
Publié dans: Lecture Notes in Computer Science, Web Information Systems Engineering – WISE 2024, 2024
Éditeur: Springer Nature Singapore
DOI: 10.1007/978-981-96-0576-7_36

Data Augmented Rule-Based Expert System to Control a Hybrid Storage System

Auteurs: R.J. Bessa, Francisco S. Lobo, Francisco S. Fernandes, Bernardo Silva
Publié dans: 2024, ISSN 2156-8547
Éditeur: IEEE MELECON 2024

Automating the labeling of industrial data: a challenge and an opportunity to boost the development of Condition-Based Monitoring in Industry 4.0

Auteurs: Philippe Lepetit, Leïla Belmerhnia, Flavien Peysson
Publié dans: Procedia Computer Science, Numéro 253, 2024, ISSN 1877-0509
Éditeur: Elsevier BV, https://www.msc-les.org/ism2024/
DOI: 10.1016/J.PROCS.2025.01.230

Recent computational advances in Shapley values based prediction explanation

Auteurs: Jullum, Martin; Aas, Kjersti; Aase, Frida Svendal; Løland, Anders
Publié dans: 2024
Éditeur: 21st Norwegian Statistical Meeting

Engineering Carbon Emission-aware Machine Learning Pipelines

Auteurs: Erik Johannes Husom, Sagar Sen, Arda Goknil
Publié dans: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, 2024
Éditeur: ACM
DOI: 10.1145/3644815.3644943

Trusting Decentralized Web Data in a Solid-Based Social Network

Auteurs: Valentin Siegert, Dirk Leichsenring, Martin Gaedke
Publié dans: Lecture Notes in Computer Science, Web Engineering, 2024
Éditeur: The 24th International Conference on Web Engineering (ICWE 2024)
DOI: 10.1007/978-3-031-62362-2_16

The Feasibility Study of DC House Connected to the Conventional AC Distribution Network

Auteurs: Hokmabad, Hossein Nourollahi; Shabir, Noman; Astapov, Victor; Petlenkov, Eduard; Husev, Oleksandr; Belikov, Juri
Publié dans: 2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering, 2024
Éditeur: IEEE
DOI: 10.1109/CPE-POWERENG60842.2024.10604419

Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?

Auteurs: Z. Liao, V. Quétu, V. T. Nguyen and E. Tartaglione
Publié dans: 2023
Éditeur: Workshop on Resource Efficient Deep Learning for Computer Vision, ICCV

UDAVA: Unsupervised learning for historical data validation

Auteurs: SINTEF
Publié dans: 2023

mcceR: onte Carlo sampling of valid and realistic counterfactual explanations for tabular data

Auteurs: NRS
Publié dans: 2025
Éditeur: NRS

llm-inference-energy-consumption

Auteurs: SINTEF
Publié dans: 2024
Éditeur: SINTEF

Approaching Interoperability and Data-Related Processing Issues in a Human-Centric Industrial Scenario

Auteurs: Syed, Danish Abbas; Quadrini, Walter; Rahmani Choubeh, Nima; PINZONE, MARTA; Gusmeroli, Sergio
Publié dans: Communications in Computer and Information Science, Numéro 2328, 2025, ISSN 1865-0937
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-78572-6_2

Economic Prediction with State-Space Models for Big Data (Book chap. In Spanish)

Auteurs: Miguel Jerez & Alfredo Garcia-Hiernaux
Publié dans: 2025
Éditeur: www.fundacionareces.es

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