Autonomous and Self-organized Artificial Intelligent Orchestrator for a Greener Industry 4.0

Información del proyecto

TALON

Identificador del acuerdo de subvención: 101070181

DOI

10.3030/101070181

Proyecto cerrado

Fecha de la firma de la CE 17 Junio 2022

Fecha de inicio 1 Octubre 2022

Fecha de finalización 30 Septiembre 2025

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 3 769 382,50

Aportación de la UE

€ 3 769 382,50

Coordinado por

ENGINEERING - INGEGNERIA INFORMATICA SPA
Italy

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

Documents, reports (5)

Architecture & Platform Design Blueprint

This deliverable documents TALON’s architecture and platform design specifications.

Initial Reusability, Explainability, Trustworthiness Report

This deliverable documents TALON’s specifications, mechanisms and services regarding reusability, explainability and trustworthiness.

Installation & Demonstration Planning, Evaluation Methodology & KPIs Definition Report

This deliverable includes guidelines on how TALON’s demonstrators will be carried out.

Dissemination, Standardisation, Regulation & Business Plan

Documentation of TALON’s plan for dissemination, standardization and business activities.

Project Administrative, Technical & Data Management Handbook

This handbook will enclose all procedures and guidelines for the administrative and management requirements of the project. The innovation strategy is defined in D1.1 in terms of ensuring the project excellence in accordance with the Horizon Europe program and call requirements. It will report the required processes and procedures for assessing the quality and the guidelines and risk assessment plans of the project.Finally, it will address the lifecycle and public availability of research data generated by the project.

Demonstrators, pilots, prototypes (1)

NG-SDN & Distributed Intelligence Functions Toolkit

This deliverable focuses on TALON’s NG-SDN and distributed intelligence specifications and services.

Publicaciones

Peer reviewed articles (11)

Enhancing 3D object detection in autonomous vehicles based on synthetic virtual environment analysis

Autores: Vladislav Li, Ilias Siniosoglou, Thomai Karamitsou, Anastasios Lytos, Ioannis D. Moscholios, Sotirios K. Goudos, Jyoti S. Banerjee, Panagiotis Sarigiannidis, Vasileios Argyriou
Publicado en: Image and Vision Computing, Edición 154, 2025, ISSN 0262-8856
Editor: Elsevier BV
DOI: 10.1016/J.IMAVIS.2024.105385

Digital product passports as enablers of digital circular economy: a framework based on technological perspective

Autores: Konstantinos Voulgaridis, Thomas Lagkas, Constantinos Marios Angelopoulos, Alexandros-Apostolos A. Boulogeorgos, Vasileios Argyriou, Panagiotis Sarigiannidis
Publicado en: Telecommunication Systems, Edición 85, 2024, ISSN 1018-4864
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S11235-024-01104-X

Envisioning maintenance 5.0: Insights from a systematic literature review of Industry 4.0 and a proposed framework

Autores: Foivos Psarommatis, Gökan May, Victor Azamfirei
Publicado en: Journal of Manufacturing Systems, Edición 68, 2025, ISSN 0278-6125
Editor: Elsevier BV
DOI: 10.1016/J.JMSY.2023.04.009

Localization as a Key Enabler of 6G Wireless Systems: A Comprehensive Survey and an Outlook

Autores: Stylianos E. Trevlakis, Alexandros-Apostolos A. Boulogeorgos, Dimitrios Pliatsios, Jorge Querol, Konstantinos Ntontin, Panagiotis Sarigiannidis, Symeon Chatzinotas, Marco Di Renzo
Publicado en: IEEE Open Journal of the Communications Society, Edición 4, 2023, ISSN 2644-125X
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2023.3324952

Zero-defect manufacturing terminology standardization: Definition, improvement, and harmonization

Autores: João Sousa, Artem Nazarenko, Christian Grunewald, Foivos Psarommatis, Francisco Fraile, Olga Meyer, João Sarraipa
Publicado en: Frontiers in Manufacturing Technology, Edición 2, 2022, ISSN 2813-0359
Editor: Frontiers Media SA
DOI: 10.3389/FMTEC.2022.947474

Adaptive reverse task offloading in edge computing for AI processes

Autores: Petros Amanatidis, Dimitris Karampatzakis, Georgios Michailidis, Thomas Lagkas, George Iosifidis
Publicado en: Computer Networks, Edición 255, 2024, ISSN 1389-1286
Editor: Elsevier BV
DOI: 10.1016/J.COMNET.2024.110844

A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions

Autores: Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
Publicado en: IEEE Communications Surveys & Tutorials, Edición 27, 2025, ISSN 1553-877X
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/COMST.2024.3430368

Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges

Autores: Ons Aouedi, Alessio Sacco, Latif U. Khan, Dinh C. Nguyen, Mohsen Guizani
Publicado en: IEEE Open Journal of the Communications Society, Edición 5, 2024, ISSN 2644-125X
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2024.3484228

ABS-TD3: Efficient IoT Data Submission in DAG-based DLTs for Digital Circular Economy

Autores: Konstantinos Voulgaridis, Dimitrios Karampatzakis, Panagiotis Sarigiannidis, Thomas Lagkas
Publicado en: Internet of Things, 2025, ISSN 2542-6605
Editor: Elsevier BV
DOI: 10.1016/J.IOT.2025.101814

Multi-Objective Reverse Offloading in Edge Computing for AI Tasks

Autores: Petros Amanatidis, George Michailidis, Dimitris Karampatzakis, Vasileios Kalenteridis, George Iosifidis, Thomas Lagkas
Publicado en: IEEE Open Journal of the Communications Society, Edición 6, 2025, ISSN 2644-125X
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2025.3555947

A Methodological Framework for Designing Personalised Training Programs to Support Personnel Upskilling in Industry 5.0

Autores: Francisco Fraile, Foivos Psarommatis, Faustino Alarcón, Jordi Joan
Publicado en: Computers, Edición 12, 2025, ISSN 2073-431X
Editor: MDPI AG
DOI: 10.3390/COMPUTERS12110224

Conference proceedings (26)

Evaluating the Efficacy of AI Techniques in Textual Anonymization: A Comparative Study

Autores: Dimitris Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Konstantinos E. Psannis, Nikoleta Karditsioti, Theocharis Saoulidis, Panagiotis Sarigiannidis
Publicado en: 2024 7th International Balkan Conference on Communications and Networking (BalkanCom), 2024
Editor: IEEE
DOI: 10.1109/BALKANCOM61808.2024.10557182

Fusion Grad-CAM: A Methodology for Generating Unified Attention Maps in Majority Voting Classifiers

Autores: Nikolaos Ntampakis, Konstantinos Diamantaras, Vasileios Argyriou, Panagiotis Sarigianndis
Publicado en: 2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS), 2025
Editor: IEEE
DOI: 10.1109/IPAS63548.2025.10924480

AI-Powered Interfaces for Extended Reality to Support Remote Maintenance

Autores: Akos Nagy, George Amponis, Konstantinos Kyranou, Thomas Lagkas, Alexandros Apostolos Boulogeorgos, Panagiotis Sarigiannidis, Vasileios Argyriou
Publicado en: 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW), 2023
Editor: IEEE
DOI: 10.1109/CCGRIDW59191.2023.00045

Enhancing Network Resilience Through Automated Rule-Based Monitoring, Alerting, and Proactive Mitigation

Autores: Maria Boluda-Prieto, Francisco Fraile, Faustino Alarcón, Marcos Terol, Miguel A. Mateo-Casali
Publicado en: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editor: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106570

Adaptive Policy-Driven Network Intelligence for Edge-to-Cloud Continuum

Autores: Ioannis Pastellas, Sophia Karagiorgou, Mariza Konidi
Publicado en: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editor: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106532

Enhancing Text Anonymisation: A Study on CRF, LSTM, and ELMo for Advanced Entity Recognition

Autores: Ilias Siniosoglou, Dimitris Asimopoulos, Vasileios Argyriou, Thomas Lagkas, Anastasios Lytos, Ioannis D. Moscholios, Sotirios K. Goudos, Panagiotis Sarigiannidis
Publicado en: 2024 Panhellenic Conference on Electronics & Telecommunications (PACET), 2024
Editor: IEEE
DOI: 10.1109/PACET60398.2024.10497084

An Innovative Architectural Blueprint Towards Sustainable 6G Systems

Autores: Stylianos E. Trevlakis, Maria Belesioti, Harilaos Koumaras, Alexandros–Apostolos A. Boulogeorgos, Ioannis Chochliouros, Theodoros A. Tsiftsis
Publicado en: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2025
Editor: IEEE
DOI: 10.1109/CAMAD62243.2024.10943010

METALS : seMi-supervised fEderaTed Active Learning for intrusion detection Systems

Autores: Aouedi, Ons; Jajoo, Gautam; Piamrat, Kandaraj
Publicado en: 2024 IEEE Symposium on Computers and Communications (ISCC), 2024
Editor: IEEE
DOI: 10.1109/ISCC61673.2024.10733565

A Digital Twin Based Reconfigurable Intelligent Surface Phase Adaptation Using Spiking Reinforcement Learning Policy Optimization

Autores: Ilias Crysovergis, Stylianos E. Trevlakis, Dimitris Kleitsas, Alexandros-Apostolos A. Boulogeorgos, Theodoros A. Tsiftsis, Dusit Niyato
Publicado en: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2025
Editor: IEEE
DOI: 10.1109/ICMLCN64995.2025.11140517

Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches

Autores: Dimitris Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Thomai Karamitsou, Eleftherios Fountoukidis, Sotirios K. Goudos, Ioannis D. Moscholios, Konstantinos E. Psannis, Panagiotis Sarigiannidis
Publicado en: 2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2024
Editor: IEEE
DOI: 10.1109/MOCAST61810.2024.10615642

Enhancing the Performance of Edge AI Systems via Energy Equilibrium

Autores: Petros Amanatidis, Eleftherios Vagiotas, Athanasios Stamopoulos, George Michailidis, Dimitris Karampatzakis, Panagiotis Sarigiannidis, Thomas Lagkas
Publicado en: 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2025
Editor: IEEE
DOI: 10.1109/DCOSS-IOT65416.2025.00161

Evaluating Knowledge Distillation and Compression Techniques for Edge Class Devices

Autores: Fotios Paparounas, Vasileios Christofas, Petros Amanatidis, Dimitris Karampatzakis, Thomas Lagkas
Publicado en: Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics, 2025
Editor: ACM
DOI: 10.1145/3716554.3716621

User Experience Evaluation of Mobile AR services

Autores: Shafaq Irshad, Dayang Rohaya Awang Rambli
Publicado en: Proceedings of the 12th International Conference on Advances in Mobile Computing and Multimedia, 2025
Editor: ACM
DOI: 10.1145/2684103.2684135

Optimizing Federated Learning through Lightweight and Scalable Blockchain

Autores: Georgios Andronikidis, George Niotis, Charis Eleftheriadis, Konstantinos Kyranou, Sotiris Nikoletseas, Panagiotis Sarigiannidis
Publicado en: 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024
Editor: IEEE
DOI: 10.1109/DCOSS-IOT61029.2024.00075

Evaluation of AI-Supported Input Methods in Augmented Reality Environment

Autores: Akos Nagy, Thomas Lagkas, Panagiotis Sarigiannidis, Vasileios Argyriou
Publicado en: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024
Editor: IEEE
DOI: 10.1109/DCOSS-IOT58021.2023.00083

New Edge-to-Cloud Orchestrator for Intelligent Task Allocation and Efficiency Optimisation

Autores: Sergio Comella, Delia Milazzo, Salvatore Cipolla, Ons Aouedi, Susanna Bonura
Publicado en: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editor: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106606

A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection

Autores: Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Panagiotis Sarigiannidis
Publicado en: 2024 IEEE 14th International Symposium on Industrial Embedded Systems (SIES), 2025
Editor: IEEE
DOI: 10.1109/SIES62473.2024.10767915

Enhancing Safety in Industry 5.0: Human-Computer Collaboration Benefits through a Dataset of Protective Equipment Detection

Autores: Alexandros Petropoulos, Georgia Apostolou, Georgios Tsoumplekas, George Tziolas, Nikolaos Ntampakis, Ilias Siniosoglou, Vasileios Argyriou, Panagiotis Sarigiannidis, Ilias Gialampoukidis, Stefanos Vrochidis
Publicado en: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editor: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106673

Enhancing Manufacturing Training Through VR Simulations

Autores: Vladislav Li, Ilias Siniosoglou, Panagiotis Sarigiannidis, Vasileios Argyriou
Publicado en: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editor: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106519

On Energy-aware and Verifiable Benchmarking of Big Data Processing targeting AI Pipelines

Autores: Georgios Theodorou, Sophia Karagiorgou, Christos Kotronis
Publicado en: 2024 IEEE International Conference on Big Data (BigData), 2025
Editor: IEEE
DOI: 10.1109/BIGDATA62323.2024.10826014

AgentBlock: Infrastructure for Integrating Blockchain and Multi-Agent Robotic Systems for Optimising Industrial Production and Logistics

Autores: Rommel Velastegui, Raúl Poler, Manuel Díaz-Madroñero
Publicado en: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Editor: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106591

Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings

Autores: Georgios Tsoumplekas, Vladislav Li, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Ioannis D. Moscholios, Panagiotis Radoglou-Grammatikis, Panagiotis Sarigiannidis
Publicado en: 2024 IEEE 3rd Real-Time and Intelligent Edge Computing Workshop (RAGE), 2024
Editor: IEEE
DOI: 10.1109/RAGE62451.2024.00016

Adversarial Explanations for Informed Civilian and Environmental Protection

Autores: Theodora Anastasiou, Ioannis Pastellas, Sophia Karagiorgou
Publicado en: 2024 IEEE International Conference on Big Data (BigData), 2025
Editor: IEEE
DOI: 10.1109/BIGDATA62323.2024.10825734

On Explaining and Reasoning About Optical Fiber Link Problems

Autores: George Theodorou, Sophia Karagiorgou, Annamaria Fulignoli, Roberto Magri
Publicado en: Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63797-1_14

Evaluation of Environmental Conditions on Object Detection Using Oriented Bounding Boxes for AR Applications

Autores: Vladislav Li, Barbara Villarini, Jean–Christophe Nebel, Thomas Lagkas, Panagiotis Sarigiannidis, Vasileios Argyriou
Publicado en: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2023
Editor: IEEE
DOI: 10.1109/DCOSS-IOT58021.2023.00058

Can graph neural network-based detection mitigate the impact of hardware imperfections?

Autores: Lamprini Mitsiou, Stylianos Trevlakis, Argiris Tsiolas, Dimitrios J. Vergados, Angelos Michalas, Alexandros-Apostolos A. Boulogeorgos
Publicado en: 2023 International Balkan Conference on Communications and Networking (BalkanCom), 2024
Editor: IEEE
DOI: 10.1109/BALKANCOM58402.2023.10167895