ENFIELD: European Lighthouse to Manifest Trustworthy and Green AI

Información del proyecto

ENFIELD

Identificador del acuerdo de subvención: 101120657

DOI

10.3030/101120657

Fecha de la firma de la CE 26 Junio 2023

Fecha de inicio 1 Septiembre 2023

Fecha de finalización 31 Agosto 2026

Financiado con arreglo a

Digital, Industry and Space

Coste total

€ 11 262 750,00

Aportación de la UE

€ 11 262 750,00

11 262 750,00

Coordinado por

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Norway

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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.

Publicaciones

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

Autores: Komeil Nosrati, Vjatseslav Skiparev, Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
Publicado en: Energy and AI, Edición 18, 2024, ISSN 2666-5468
Editor: Elsevier BV
DOI: 10.1016/J.EGYAI.2024.100421

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

Autores: Igor Calzada, Géza Németh, Mohammed Salah Al-Radhi
Publicado en: Big Data and Cognitive Computing, Edición 9, 2025, ISSN 2504-2289
Editor: MDPI AG
DOI: 10.3390/BDCC9030062

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

Autores: Georgios Kavallieratos, Sokratis Katsikas
Publicado en: International Journal of Critical Infrastructure Protection, Edición 43, 2023, ISSN 1874-5482
Editor: Elsevier BV
DOI: 10.1016/J.IJCIP.2023.100640

A revised cognitive mapping methodology for modeling and simulation

Autores: Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
Publicado en: Knowledge-Based Systems, Edición 299, 2024, ISSN 0950-7051
Editor: Elsevier BV
DOI: 10.1016/j.knosys.2024.112089

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

Autores: Hossein Alimohammadi, Kristina Vassiljeva, S Hassan HosseinNia, Eduard Petlenkov
Publicado en: Journal of Vibration and Control, Edición 31, 2025, ISSN 1077-5463
Editor: SAGE Publications
DOI: 10.1177/10775463241241161

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

Autores: Helena Kuivjõgi, Sofia Vasman, Eduard Petlenkov, Martin Thalfeldt, Jarek Kurnitski
Publicado en: Journal of Building Engineering, Edición 98, 2024, ISSN 2352-7102
Editor: Elsevier
DOI: 10.1016/J.JOBE.2024.111016

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

Autores: Carlos A.M. Silva, Ricardo J. Bessa
Publicado en: Applied Energy, Edición 389, 2025, ISSN 0306-2619
Editor: Elsevier BV
DOI: 10.1016/J.APENERGY.2025.125674

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

Autores: Stelios P. Neophytides, Marinos Eliades, Michalis Mavrovouniotis, Christiana Papoutsa, George Papadavid, Diofantos G. Hadjimitsis
Publicado en: Scientific Reports, Edición 14, 2024, ISSN 2045-2322
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41598-024-82797-7

A revised cognitive mapping methodology for modeling and simulation

Autores: Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
Publicado en: Knowledge-Based Systems, Edición 299, 2024, ISSN 0950-7051
Editor: 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

Autores: Keqin Wang, Angqi Lei, Zhihong Huang, Zhijiao Gao, Qingyu Ma, Chen Zheng, Jing Li, Benoît Eynard, Jinhua Xiao
Publicado en: Systems, Edición 13, 2025, ISSN 2079-8954
Editor: 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

Autores: Fabio Celli, Dmitry Mingazov
Publicado en: Electronics, Edición 13, 2024, ISSN 2079-9292
Editor: MDPI AG
DOI: 10.3390/ELECTRONICS13244990

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

Autores: Eduard Hogea, Darian M. Onchiş, Ruqiang Yan, Zheng Zhou
Publicado en: Journal of Manufacturing Systems, Edición 77, 2025, ISSN 0278-6125
Editor: 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

Autores: Nikolai Sellereite, Martin Jullum
Publicado en: Journal of Open Source Software, Edición 5, 2025, ISSN 2475-9066
Editor: The Open Journal
DOI: 10.21105/JOSS.02027

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

Autores: Hossein Alimohammadi, Kristina Vassiljeva, S Hassan HosseinNia, Eduard Petlenkov
Publicado en: Journal of Vibration and Control, Edición 31, 2024, ISSN 1077-5463
Editor: SAGE Publications
DOI: 10.1177/10775463241241161

Vehicle Ego-Trajectory Segmentation Using Guidance Cues

Autores: Andrei Mihalea, Adina Magda Florea
Publicado en: Applied Sciences, Edición 14, 2024, ISSN 2076-3417
Editor: MDPI AG
DOI: 10.3390/APP14177776

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

Autores: Riad Larbi, Mohammed Salah Al-Radhi
Publicado en: 3rd Workshop on Intelligent Infocommunication Networks, Systems and Services, 2025
Editor: Budapest University of Technology and Economics
DOI: 10.3311/WINS2025-005

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

Autores: Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh
Publicado en: Applied Sciences, Edición 11, 2024, ISSN 2076-3417
Editor: MDPI AG
DOI: 10.3390/APP11167489

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

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

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

Autores: Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C Geiger
Publicado en: 2024
Editor: ICLR 2024 Workshop on AI4DifferentialEquations In Science

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

Autores: Nima Rahmani Choubeh, Mostafa Zarei, Walter Quadrini, Sergio Gusmeroli, Luca Fumagalli
Publicado en: 2024
Editor: https://www.msc-les.org/ism2024/

Automated Behavior Labeling for IIoT Data

Autores: Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu H. Nguyen
Publicado en: 2023
Editor: IOT'23

Mining bias-target Alignment from Voronoi Cells

Autores: Rémi Nahon, Van-Tam Nguyen, Enzo Tartaglione
Publicado en: 2023
Editor: Workshop on Resource Efficient Deep Learning for Computer Vision, ICCV

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

Autores: Danish Abbas Syed, Walter Quadrini, Nima Rahmani Choubeh, Marta Pinzone and Sergio Gusmeroli
Publicado en: 2024
Editor: https://giecs.eu/
DOI: 10.1007/978-3-031-78572-6_2

Putting Context Into Hypermedia Multi-Agent Systems

Autores: Alexandru Sorici, Adina Florea
Publicado en: 2024
Editor: EUMAS 2024

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

Autores: Stelios P. Neophytides, Michalis Mavrovouniotis, Marinos Eliades, Felix Bachofer, Diofantos G. Hadjimitsis
Publicado en: 2024
Editor: RSCy 2024

On Applying GraphLime for Trustworthy Diabet Prediction

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

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

Autores: Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh
Publicado en: 2023
Editor: SpeD 2023

Interval Criterion-Based Evidential Set-Valued Classification

Autores: Imoussaten A., Montmain, J..
Publicado en: 2024
Editor: https://ipmu2024.inesc-id.pt/

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

Autores: Rustem Dautov, Erik Johannes Husom
Publicado en: 2024
Editor: SEAMS 2024

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

Autores: 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-
Publicado en: 2024
Editor: https://www.4pulse.nl/Congressen/homepage

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

Autores: Ivan Sukhanov, Anna Volkova, Ahmet Kose, Allan Hani, Eduard Petlenkov
Publicado en: E3S Web of Conferences, Edición 562, 2024, ISSN 2267-1242
Editor: EDP Sciences
DOI: 10.1051/E3SCONF/202456206003

Estimation of Crop Yield using Deep Learning for Precision Agriculture

Autores: Stelios P. Neophytides, Giorgia Guerissi, Michalis Mavrovouniotis, Marios Tzouvaras, Fabio Del Frate, Diofantos G. Hadjimitsis
Publicado en: 2024
Editor: https://rscy2024.cyprusremotesensing.com/
DOI: 10.1117/12.3037319.FULL

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

Autores: Stelios P. Neophytides, Michalis Mavrovouniotis, Marinos Eliades, Felix Bachofer, Diofantos G. Hadjimitsis
Publicado en: 2024
Editor: 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

Autores: Verena Traubinger, Sebastian Heil, Julian Grigera, Alejandra Garrido,Sonia Abhyankar,Martin Gaedke
Publicado en: 2024
Editor: 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

Autores: Radouane, K., Lagarde, J., Ranwez, S., Tchechmedjiev, A.
Publicado en: 2024
Editor: The 35th British Machine Vision Conference

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

Autores: Erik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu H. Nguyen
Publicado en: Proceedings of the International Conference on the Internet of Things, 2024
Editor: ACM
DOI: 10.1145/3627050.3630739

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

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

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

Autores: Rami Kammoun, Mohamed Salah Al-Radhi, Géza Németh
Publicado en: 2024
Editor: https://www.ui.sav.sk/w/en/acoustics-and-speech-processing/

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

Autores: Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
Publicado en: 2024
Editor: 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

Autores: Iwen DIOURON, Sébastien HARISPE, Abdelhak IMOUSSATEN, Maëlia DUHART, Antoine JOFFROY, Lucas TEXIER, Guilhem ESCUDIER, Gérard DRAY, Stéphane PERREY
Publicado en: 2024
Editor: 16th International Conference on Human System Interaction HSI 2024

Exchange strategies for multi-colony ant algorithms in dynamic environments

Autores: M. Mavrovouniotis, C. Li, D. Yazdani, D. Hadjimitsis
Publicado en: 2024, ISBN 979-8-3503-0836-5
Editor: https://2024.ieeewcci.org/

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

Autores: Köse, Ahmet; Sukhanov, Ivan; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, Eduard
Publicado en: 2024 IEEE International Conference on Engineering, Technology, and Innovation, 2024
Editor: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794302

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

Autores: Shruthi Gowda, Bahram Zonooz, Elahe Arani
Publicado en: 2024
Editor: ICLR 2024

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

Autores: Quélennec, A., Tartaglione, E., Mozharovskyi, P., & Nguyen, V. T.
Publicado en: 2024
Editor: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Explainable Cancer Segmentation through Classification

Autores: Andrei Dugaesescu, Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
Publicado en: 2024
Editor: 2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing

Long Short-term Cognitive Networks: An Empirical Performance Study

Autores: Gonzalo Nápoles, Isel Grau
Publicado en: 2024
Editor: 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

Autores: Anniek Jansen, François Leborgne, Qiurui Wang, Chao Zhang
Publicado en: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
Editor: ACM
DOI: 10.1145/3613905.3650812

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

Autores: Shaimaa Alwaisi, Mohammed Salah Al-Radhi, and Géza Németh
Publicado en: 2024, ISSN 1611-3349
Editor: 26th International Conference on Speech and Computer (SPECOM)

Exchange strategies for multi-colony ant algorithms in dynamic environments

Autores: M. Mavrovouniotis, C. Li, D. Yazdani, D. Hadjimitsis
Publicado en: 2024
Editor: IEEE 2024 World Congress on Computational Intelligence

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

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

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

Autores: Ricardo, J. Bessa; Francisco, Sousa Lobo; Francisco, Sousa Fernandes; Bernardo, Silva
Publicado en: 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON), 2024
Editor: IEEE
DOI: 10.5281/ZENODO.12753056

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

Autores: Georgios Spathoulas, Angeliki Katsika, and Georgios Kavallieratos
Publicado en: 2024
Editor: The 26th International Conference on Information and Communications Security (ICICS 2024)

Sparseness-Optimized Feature Importance

Autores: Isel Grau, Gonzalo Nápoles
Publicado en: Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63797-1_20

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

Autores: Rahmani Choubeh, Nima; Zarei, Mostafa; Quadrini, Walter; FUMAGALLI, LUCA; Gusmeroli, Sergio
Publicado en: Procedia Computer Science, Edición 253, 2025, ISSN 1877-0509
Editor: Elsevier
DOI: 10.1016/J.PROCS.2025.01.172

WNSWE: Web-Based Network Simulator for Web Engineering Education

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

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

Autores: R.J. Bessa, Francisco S. Lobo, Francisco S. Fernandes, Bernardo Silva
Publicado en: 2024, ISSN 2156-8547
Editor: 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

Autores: Philippe Lepetit, Leïla Belmerhnia, Flavien Peysson
Publicado en: Procedia Computer Science, Edición 253, 2024, ISSN 1877-0509
Editor: 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

Autores: Jullum, Martin; Aas, Kjersti; Aase, Frida Svendal; Løland, Anders
Publicado en: 2024
Editor: 21st Norwegian Statistical Meeting

Engineering Carbon Emission-aware Machine Learning Pipelines

Autores: Erik Johannes Husom, Sagar Sen, Arda Goknil
Publicado en: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, 2024
Editor: ACM
DOI: 10.1145/3644815.3644943

Trusting Decentralized Web Data in a Solid-Based Social Network

Autores: Valentin Siegert, Dirk Leichsenring, Martin Gaedke
Publicado en: Lecture Notes in Computer Science, Web Engineering, 2024
Editor: 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

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

Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?

Autores: Z. Liao, V. Quétu, V. T. Nguyen and E. Tartaglione
Publicado en: 2023
Editor: Workshop on Resource Efficient Deep Learning for Computer Vision, ICCV

UDAVA: Unsupervised learning for historical data validation

Autores: SINTEF
Publicado en: 2023

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

Autores: NRS
Publicado en: 2025
Editor: NRS

llm-inference-energy-consumption

Autores: SINTEF
Publicado en: 2024
Editor: SINTEF

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

Autores: Syed, Danish Abbas; Quadrini, Walter; Rahmani Choubeh, Nima; PINZONE, MARTA; Gusmeroli, Sergio
Publicado en: Communications in Computer and Information Science, Edición 2328, 2025, ISSN 1865-0937
Editor: Springer, Cham
DOI: 10.1007/978-3-031-78572-6_2

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

Autores: Miguel Jerez & Alfredo Garcia-Hiernaux
Publicado en: 2025
Editor: www.fundacionareces.es

Buscando datos de OpenAIRE...

Resultado final

Publicaciones

Compartir esta página Compartir esta página en las redes sociales

Descargar Descargar el contenido de la página