Network science and explainable AI-based life cycle management of sustainability models

Ádám Ipkovich; Tímea Czvetkó; Lilibeth A. Acosta; Sanga Lee; Innocent Nzimenyera; Viktor Sebestyén; János Abonyi

doi:10.1371/journal.pone.0300531

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Open Access

Peer-reviewed

Research Article

Network science and explainable AI-based life cycle management of sustainability models

Ádám Ipkovich ,

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Formal analysis, Funding acquisition, Methodology, Software, Visualization, Writing – original draft

Affiliation HUN-REN-PE Complex Systems Monitoring Research Group, University of Pannonia, Veszprém, Hungary
⨯
Tímea Czvetkó ,

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Formal analysis, Methodology, Writing – original draft

Affiliation HUN-REN-PE Complex Systems Monitoring Research Group, University of Pannonia, Veszprém, Hungary
⨯
Lilibeth A. Acosta ,

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Conceptualization, Resources, Supervision, Validation

Affiliation Climate Action and Inclusive Development (CAID) Unit, Global Green Growth Institute, Jung-gu, Seoul, Republic of Korea
⨯
Sanga Lee ,

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Data curation, Resources, Validation

Affiliation Climate Action and Inclusive Development (CAID) Unit, Global Green Growth Institute, Jung-gu, Seoul, Republic of Korea
⨯
Innocent Nzimenyera ,

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Data curation, Resources, Validation

Affiliation Climate Action and Inclusive Development (CAID) Unit, Global Green Growth Institute, Jung-gu, Seoul, Republic of Korea
⨯
Viktor Sebestyén ,

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Conceptualization, Funding acquisition, Methodology, Supervision, Validation, Writing – original draft

Affiliations HUN-REN-PE Complex Systems Monitoring Research Group, University of Pannonia, Veszprém, Hungary, Sustainability Solutions Research Lab, Faculty of Engineering, University of Pannonia, Veszprém, Hungary
⨯
János Abonyi

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Conceptualization, Funding acquisition, Methodology, Supervision, Validation

* E-mail: janos@abonyilab.com

Affiliation HUN-REN-PE Complex Systems Monitoring Research Group, University of Pannonia, Veszprém, Hungary

https://orcid.org/0000-0001-8593-1493

⨯

Network science and explainable AI-based life cycle management of sustainability models

Ádám Ipkovich,
Tímea Czvetkó,
Lilibeth A. Acosta,
Sanga Lee,
Innocent Nzimenyera,
Viktor Sebestyén,
János Abonyi

Published: June 13, 2024
https://doi.org/10.1371/journal.pone.0300531

About the Authors

Ádám Ipkovich

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Formal analysis, Funding acquisition, Methodology, Software, Visualization, Writing – original draft

Affiliation HUN-REN-PE Complex Systems Monitoring Research Group, University of Pannonia, Veszprém, Hungary

Tímea Czvetkó

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Formal analysis, Methodology, Writing – original draft

Affiliation HUN-REN-PE Complex Systems Monitoring Research Group, University of Pannonia, Veszprém, Hungary

Lilibeth A. Acosta

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Conceptualization, Resources, Supervision, Validation

Affiliation Climate Action and Inclusive Development (CAID) Unit, Global Green Growth Institute, Jung-gu, Seoul, Republic of Korea

Sanga Lee

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Data curation, Resources, Validation

Affiliation Climate Action and Inclusive Development (CAID) Unit, Global Green Growth Institute, Jung-gu, Seoul, Republic of Korea

Innocent Nzimenyera

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Data curation, Resources, Validation

Affiliation Climate Action and Inclusive Development (CAID) Unit, Global Green Growth Institute, Jung-gu, Seoul, Republic of Korea

Viktor Sebestyén

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Conceptualization, Funding acquisition, Methodology, Supervision, Validation, Writing – original draft

Affiliations HUN-REN-PE Complex Systems Monitoring Research Group, University of Pannonia, Veszprém, Hungary, Sustainability Solutions Research Lab, Faculty of Engineering, University of Pannonia, Veszprém, Hungary

János Abonyi

Contributed equally to this work with: Ádám Ipkovich, Tímea Czvetkó, Lilibeth A. Acosta, Sanga Lee, Innocent Nzimenyera, Viktor Sebestyén, János Abonyi

Roles Conceptualization, Funding acquisition, Methodology, Supervision, Validation

* E-mail: janos@abonyilab.com

Affiliation HUN-REN-PE Complex Systems Monitoring Research Group, University of Pannonia, Veszprém, Hungary

https://orcid.org/0000-0001-8593-1493

Competing Interests

The authors have declared that no competing interests exist.

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Network analysis
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Life cycles
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Agricultural irrigation
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