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\n  \n 2026\n \n \n (9)\n \n \n
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\n \n\n \n \n \n \n \n \n Explainable AI as a Strategic Asset, Not a Technical Feature: Managerial Framework for Trust, Transformation and Governance.\n \n \n \n \n\n\n \n Maciariello, F.; Benelli, F.; and Caronna, M.\n\n\n \n\n\n\n 2026.\n \n\n\n\n
\n\n\n\n \n \n \"ExplainablePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{maciariello2026explainable,\r\n  title={Explainable AI as a Strategic Asset, Not a Technical Feature: Managerial Framework for Trust, Transformation and Governance},\r\n  author={Maciariello, Franco and Benelli, Fabrizio and Caronna, Mario},\r\n  journal={Advances in Machine Learning \\& Artificial Intelligence (AMLAI)},\r\n  volume={7},\r\n  number={1},\r\n  pages={01--09},\r\n  url={https://www.opastpublishers.com/open-access-articles/explainable-ai-as-a-strategic-asset-not-a-technical-feature-managerial-framework-for-trust-transformation-and-governance.pdf},\r\n  year={2026},\r\n  publisher={Advances in Machine Learning \\& Artificial Intelligence(AMLAI)}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n \n From Smart Grid to Energy Physical Internet: Why the Future Will Be PacketBased.\n \n \n \n \n\n\n \n Benelli, F.; Caronna, M.; Salvadori, C.; and Maciariello, F.\n\n\n \n\n\n\n Current Research in Traffic Transportation Engineering, 4(1): 01–09. 2026.\n \n\n\n\n
\n\n\n\n \n \n \"FromPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{benelli2026smart,\r\n  title={From Smart Grid to Energy Physical Internet: Why the Future Will Be PacketBased},\r\n  author={Benelli, F. and Caronna, M. and Salvadori, C. and Maciariello, F.},\r\n  journal={Current Research in Traffic Transportation Engineering},\r\n  volume={4},\r\n  number={1},\r\n  pages={01--09},\r\n  url={https://dx.doi.org/10.33140/CRTTE.04.01.01},\r\n  year={2026},\r\n  publisher={OPAST GROUP LLC}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Energy is Becoming Data: A Business Perspective.\n \n \n \n\n\n \n Benelli, F; and Maciariello, F.\n\n\n \n\n\n\n Eng OA, 4(1): 01–08. 2026.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{benelli2026energy,\r\n  title={Energy is Becoming Data: A Business Perspective},\r\n  author={Benelli, F and Maciariello, F.},\r\n  journal={Eng OA},\r\n  volume={4},\r\n  number={1},\r\n  pages={01--08},\r\n  year={2026}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n \n Human-AI Collaboration Models: The New Industrial Revolution.\n \n \n \n \n\n\n \n Maciariello, F.; Benelli, F.; and Salvadori, C.\n\n\n \n\n\n\n AI and Intelligent Systems: Engineering, Medicine & Society (AIISEMS), 2(1): 01–06. 2026.\n \n\n\n\n
\n\n\n\n \n \n \"Human-AIPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{maciariello2026human,\r\n  title={Human-AI Collaboration Models: The New Industrial Revolution},\r\n  author={Maciariello, F. and Benelli, F. and Salvadori, C.},\r\n  journal={AI and Intelligent Systems: Engineering, Medicine \\& Society (AIISEMS)},\r\n  volume={2},\r\n  number={1},\r\n  pages={01--06},\r\n  url={https://www.opastpublishers.com/open-access-articles/humanai-collaboration-models-the-new-industrial-revolution.pdf},\r\n  year={2026},\r\n  publisher={AI Intell Sys Eng Med Society}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n \n Sustainable Infrastructure through Cognitive Decision-Making.\n \n \n \n \n\n\n \n Maciariello, F.; Benelli, F.; and Salvadori, C.\n\n\n \n\n\n\n Journal of Agriculture and Horticulture Research(JAHR), 9(1): 01–09. 2026.\n \n\n\n\n
\n\n\n\n \n \n \"SustainablePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{maciariello2026sustainable,\r\n  title={Sustainable Infrastructure through Cognitive Decision-Making},\r\n  author={Maciariello, F. and Benelli, F. and Salvadori, C.},\r\n  journal={Journal of Agriculture and Horticulture Research(JAHR)},\r\n  volume={9},\r\n  number={1},\r\n  pages={01--09},\r\n  url={https://www.opastpublishers.com/open-access-articles/sustainable-infrastructure-through-cognitive-decisionmaking.pdf},\r\n  year={2026},\r\n  publisher={J Agri Horti Res}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n From Internet of Energy to Energy Physical Internet: A Paradigm Shift.\n \n \n \n\n\n \n Benelli, F; Maciariello, F; Marku, R; and Salvadori, C\n\n\n \n\n\n\n OAJ Applied Sci Technol, 4(1): 01–09. 2026.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{benelli2026internet,\r\n  title={From Internet of Energy to Energy Physical Internet: A Paradigm Shift},\r\n  author={Benelli, F and Maciariello, F and Marku, R and Salvadori, C},\r\n  journal={OAJ Applied Sci Technol},\r\n  volume={4},\r\n  number={1},\r\n  pages={01--09},\r\n  year={2026}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Why AI-Driven Prevention Will Reshape European Healthcare Systems.\n \n \n \n\n\n \n Maciariello, F; Benelli, F; Caronna, M; and Salvadori, C\n\n\n \n\n\n\n AI Intell Sys Eng Med Society, 2(1): 01–08. 2026.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{maciariello2026ai,\r\n  title={Why AI-Driven Prevention Will Reshape European Healthcare Systems},\r\n  author={Maciariello, F and Benelli, F and Caronna, M and Salvadori, C},\r\n  journal={AI Intell Sys Eng Med Society},\r\n  volume={2},\r\n  number={1},\r\n  pages={01--08},\r\n  year={2026}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Operational Excellence in Energy Distribution through Digital Cognition.\n \n \n \n\n\n \n Benelli, F; Maciariello, F; Marku, R; and Salvadori, C\n\n\n \n\n\n\n Eng OA, 4(2): 01–08. 2026.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{benelli2026operational,\r\n  title={Operational Excellence in Energy Distribution through Digital Cognition},\r\n  author={Benelli, F and Maciariello, F and Marku, R and Salvadori, C},\r\n  journal={Eng OA},\r\n  volume={4},\r\n  number={2},\r\n  pages={01--08},\r\n  year={2026}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Artificial intelligence for new governance models in sustainable food systems.\n \n \n \n\n\n \n Maciariello, F; and Sangiuolo, G\n\n\n \n\n\n\n In Sustainable Digital Transformation: Leveraging AI and Knowledge Management for Business Excellence. Springer, 2026.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@incollection{maciariello2026artificial,\r\n  title={Artificial intelligence for new governance models in sustainable food systems},\r\n  author={Maciariello, F and Sangiuolo, G},\r\n  booktitle={Sustainable Digital Transformation: Leveraging AI and Knowledge Management for Business Excellence},\r\n  year={2026},\r\n  publisher={Springer}\r\n}
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\n  \n 2025\n \n \n (13)\n \n \n
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\n \n\n \n \n \n \n \n TrackOne: Smart Logistics for a Sustainable and Interoperable Agricultural Supply Chain in the Era of Digitization.\n \n \n \n\n\n \n Maciariello, F.; Benelli, F.; Sangiuolo, G.; Lorenzi, E.; Caponio, C.; and Salvadori, C.\n\n\n \n\n\n\n In 2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), pages 1–7, 2025. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{maciariello2025trackone,\r\n  title={TrackOne: Smart Logistics for a Sustainable and Interoperable Agricultural Supply Chain in the Era of Digitization},\r\n  author={Maciariello, Franco and Benelli, Fabrizio and Sangiuolo, Giovanna and Lorenzi, Eddi and Caponio, Cristiana and Salvadori, Claudio},\r\n  booktitle={2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)},\r\n  pages={1--7},\r\n  year={2025},\r\n  organization={IEEE}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Rethinking services for society 5.0-Opportunities and Challenges Conference Proceedings-2025 RESER Annual Conference.\n \n \n \n\n\n \n Leoni, L.; Adrodegari, F.; ALLAM-FIRLEY, D.; Amin, A.; Ardolino, M.; Auciello, V.; Avolio, F.; Baiocco, S.; Bakrim, A.; Belousova, V.; and others\n\n\n \n\n\n\n In Rethinking services for society 5.0 Opportunities and Challenges Conference Proceedings 2025 RESER Annual Conference, 2025. Aracne\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{leoni2025rethinking,\r\n  title={Rethinking services for society 5.0-Opportunities and Challenges Conference Proceedings-2025 RESER Annual Conference},\r\n  author={Leoni, Luna and Adrodegari, Federico and ALLAM-FIRLEY, D{\\'e}bora and Amin, Atifa and Ardolino, Marco and Auciello, Valeria and Avolio, Francesco and Baiocco, Silvia and Bakrim, Asma and Belousova, Veronika and others},\r\n  booktitle={Rethinking services for society 5.0 Opportunities and Challenges Conference Proceedings 2025 RESER Annual Conference},\r\n  year={2025},\r\n  organization={Aracne}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Enhance Student Well-being and Digital Literacy with Machine Learning and Spatial Analysis.\n \n \n \n\n\n \n Benelli, F.; Këlliçi, E.; Maciariello, F.; Salvadori, C.; and Stile, V.\n\n\n \n\n\n\n In The 2nd Workshop on Education for Artificial Intelligence (EDU4AI 2025), 2025. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{benelli2025enhance,\r\n  title={Enhance Student Well-being and Digital Literacy with Machine Learning and Spatial Analysis},\r\n  author={Benelli, Fabrizio and K{\\"e}lli{\\c{c}}i, Erdet and Maciariello, Franco and Salvadori, Claudio and Stile, Vittorio},\r\n  booktitle={The 2nd Workshop on Education for Artificial Intelligence (EDU4AI 2025)},\r\n  year={2025}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Distributed Artificial Intelligence and Health Governance: A Multidimensional Analysis of the Tensions Between Rules, Ethics and Innovation.\n \n \n \n\n\n \n Liberti, F.; Avolio, F.; Cicoira, V.; Cosmo, N.; Laudonia, A.; Maciariello, F.; and Stile, V.\n\n\n \n\n\n\n . 2025.\n \n\n\n\n
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@article{liberti2025distributed,\r\n  title={Distributed Artificial Intelligence and Health Governance: A Multidimensional Analysis of the Tensions Between Rules, Ethics and Innovation},\r\n  author={Liberti, Fabio and Avolio, Francesco and Cicoira, Vito and Cosmo, Nunzia and Laudonia, Alfonso and Maciariello, Franco and Stile, Vittorio},\r\n  year={2025}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Artificial Intelligence for Decentralized Orchestration in the Physical Internet: Opportunities, Business Trade-offs, and Risks in Road Freight Logistics.\n \n \n \n\n\n \n Benelli, F.; Këlliçi, E.; Maciariello, F.; and Stile, V.\n\n\n \n\n\n\n In Conference Book of Abstract of the 4th International Conference Creativity And Innovation In Digital Economy (CIDE 2025), 2025. \n \n\n\n\n
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@inproceedings{benelli2025artificial,\r\n  title={Artificial Intelligence for Decentralized Orchestration in the Physical Internet: Opportunities, Business Trade-offs, and Risks in Road Freight Logistics},\r\n  author={Benelli, Fabrizio and K{\\"e}lli{\\c{c}}i, Erdet and Maciariello, Franco and Stile, Vittorio},\r\n  booktitle={Conference Book of Abstract of the 4th International Conference Creativity And Innovation In Digital Economy (CIDE 2025)},\r\n  year={2025}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Leveraging the urban physical internet for sustainable heritage management: Edge AI, federated learning, and digital twins.\n \n \n \n\n\n \n Benelli, F.; Caronna, M.; Këlliçi, E.; and Maciariello, F.\n\n\n \n\n\n\n In HERITAGE CAPITALISATION AND DEVELOPMENT-IDENTITY, INNOVATION, DIGITALISATION, ENVIRONMENT, AWARENESS AND SECURITY\" HERITAGE–IIDEAS. 2025.\n \n\n\n\n
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@incollection{benelli2025leveraging,\r\n  title={Leveraging the urban physical internet for sustainable heritage management: Edge AI, federated learning, and digital twins},\r\n  author={Benelli, Fabrizio and Caronna, Mario and K{\\"e}lli{\\c{c}}i, Erdet and Maciariello, Franco},\r\n  booktitle={HERITAGE CAPITALISATION AND DEVELOPMENT-IDENTITY, INNOVATION, DIGITALISATION, ENVIRONMENT, AWARENESS AND SECURITY" HERITAGE--IIDEAS},\r\n  year={2025}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Human-AI Collaboration in SMEs: A Role-Sensitive Framework for Cognitive Enterprise Hubs.\n \n \n \n\n\n \n Benelli, F.; Maciariello, F.; Salvadori, C.; Këlliçi, E.; and Stile, V.\n\n\n \n\n\n\n . 2025.\n \n\n\n\n
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@article{benelli2025human,\r\n  title={Human-AI Collaboration in SMEs: A Role-Sensitive Framework for Cognitive Enterprise Hubs},\r\n  author={Benelli, Fabrizio and Maciariello, Franco and Salvadori, Claudio and K{\\"e}lli{\\c{c}}i, Erdet and Stile, Vittorio},\r\n  year={2025}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Towards an Energy Physical Internet: Open Business Models and Platforms for Electricity Distribution Enabled by IoT, Blockchain, and Conditional Payments.\n \n \n \n\n\n \n Benelli, F.; Maciariello, F.; Marku, R.; and Stile, V.\n\n\n \n\n\n\n In Conference Book of Abstracts of the 4th International Conference Creativity And Innovation In Digital Economy (CIDE 2025), 2025. Universitatea Petrol-Gaze (UPG)\n \n\n\n\n
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@inproceedings{benelli2025towards,\r\n  title={Towards an Energy Physical Internet: Open Business Models and Platforms for Electricity Distribution Enabled by IoT, Blockchain, and Conditional Payments},\r\n  author={Benelli, Fabrizio and Maciariello, Franco and Marku, Redvin and Stile, Vittorio},\r\n  booktitle={Conference Book of Abstracts of the 4th International Conference Creativity And Innovation In Digital Economy (CIDE 2025)},\r\n  year={2025},\r\n  organization={Universitatea Petrol-Gaze (UPG)}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Competences for Society 5.0: Multidisciplinary Corporate Training for Inclusion, Safety and Competitiveness.\n \n \n \n\n\n \n Maciariello, F.; Avolio, F.; Cicoira, V. S.; Cosmo, N.; Laudonia, A.; Giannetti, I.; Liberanome, P.; and Stile, V.\n\n\n \n\n\n\n In Rethinking services for society 5.0 Opportunities and Challenges. @ racne, 2025.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@incollection{maciariello2025competences,\r\n  title={Competences for Society 5.0: Multidisciplinary Corporate Training for Inclusion, Safety and Competitiveness},\r\n  author={Maciariello, Franco and Avolio, Francesco and Cicoira, Vito Saverio and Cosmo, Nunzia and Laudonia, Alfonso and Giannetti, Ida and Liberanome, Paola and Stile, Vittorio},\r\n  booktitle={Rethinking services for society 5.0 Opportunities and Challenges},\r\n  year={2025},\r\n  publisher={@ racne}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n AI-Driven Financial Risk Prevention: the Role of HR Analytics in Corporate Crisis Management Under Industry 5.0.\n \n \n \n\n\n \n Laudonia, A.; Avolio, F.; Cosmo, N.; Giannetti, I.; Liberanome, P.; Maciariello, F.; and Stile, V.\n\n\n \n\n\n\n In ISM 2025 International Conference on Industry of the Future and Smart Manufacturing, 2025. \n \n\n\n\n
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@inproceedings{laudonia2025ai,\r\n  title={AI-Driven Financial Risk Prevention: the Role of HR Analytics in Corporate Crisis Management Under Industry 5.0},\r\n  author={Laudonia, Alfonso and Avolio, Francesco and Cosmo, Nunzia and Giannetti, Ida and Liberanome, Paola and Maciariello, Franco and Stile, Vittorio},\r\n  booktitle={ISM 2025 International Conference on Industry of the Future and Smart Manufacturing},\r\n  year={2025}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n \n Towards a Human-Centric Physical Internet: The Next Digital Transition.\n \n \n \n \n\n\n \n Maciariello, F.; Benelli, F.; and Marku, R.\n\n\n \n\n\n\n 2025.\n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{maciariello2025towards,\r\n  title={Towards a Human-Centric Physical Internet: The Next Digital Transition},\r\n  author={Maciariello, Franco and Benelli, Fabrizio and Marku, Redvin},\r\n  journal={Journal of Robotics and Automation Research(JRAR)},\r\n  volume={6},\r\n  number={Issue 4},\r\n  pages={1--9},\r\n  url={https://doi.org/10.33140/JRAR.06.04.10},\r\n  year={2025},\r\n  publisher={Journal of Robotics and Automation Research}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n \n Federated Learning Explained for Business Leaders: Strategic Foundations for Regulated Industries.\n \n \n \n \n\n\n \n Benelli, F.; Marku, R.; and Maciariello, F.\n\n\n \n\n\n\n Advances in Machine Learning & Artificial Intelligence, 6(4): 1–9. 2025.\n \n\n\n\n
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@article{benelli2025federated,\r\n  title={Federated Learning Explained for Business Leaders: Strategic Foundations for Regulated Industries},\r\n  author={Benelli, Fabrizio and Marku, Redvin and Maciariello, Franco},\r\n  journal={Advances in Machine Learning \\& Artificial Intelligence},\r\n  volume={6},\r\n  number={4},\r\n  pages={1--9},\r\n  url={https://www.opastpublishers.com/open-access-articles/federated-learning-explained-for-business-leaders-strategic-foundations-for-regulated-industries.pdf},\r\n  year={2025},\r\n  publisher={Advances in Machine Learning \\& Artificial Intelligence(AMLAI)}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Distributed Artificial Intelligence and Health Governance: A Multidimensional Analysis of the Tensions Between Rules.\n \n \n \n\n\n \n Liberti, F; Avolio, F; Cicoira, V; Cosmo, N; Laudonia, A; Maciariello, F; and Stile, V\n\n\n \n\n\n\n Ethics and Innovation. 2025.\n \n\n\n\n
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@article{liberti2025distributed,\r\n  title={Distributed Artificial Intelligence and Health Governance: A Multidimensional Analysis of the Tensions Between Rules},\r\n  author={Liberti, F and Avolio, F and Cicoira, V and Cosmo, N and Laudonia, A and Maciariello, F and Stile, V},\r\n  journal={Ethics and Innovation},\r\n  year={2025}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n The influence of technologies on organizational culture in innovative SMEs.\n \n \n \n\n\n \n Benelli, F.; Maciariello, F.; and Salvadori, C.\n\n\n \n\n\n\n . 2024.\n \n\n\n\n
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@article{benelli2024influence,\r\n  title={The influence of technologies on organizational culture in innovative SMEs},\r\n  author={Benelli, Fabrizio and Maciariello, Franco and Salvadori, Claudio},\r\n  year={2024}\r\n}\r\n\r\n
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