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Multi-criteria consensus-based group decision making with prospect-regret TOPSIS for human-AI tool selection under linguistic Z-numbers.

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Title: Multi-criteria consensus-based group decision making with prospect-regret TOPSIS for human-AI tool selection under linguistic Z-numbers.
Authors: Mandal P; Department of Technical Sciences, Algebra Bernays University, Gradiscanska 24, 10000, Zagreb, Croatia., Mrsic L; Department of Technical Sciences, Algebra Bernays University, Gradiscanska 24, 10000, Zagreb, Croatia.; Rudolfovo Science and Technology Centre, Novo Mesto, Slovenia., Kalampakas A; College of Engineering and Technology, American University of Middle East, 54200, Egaila, Kuwait., Allahviranloo T; Research Centre of Performance and Productivity Analysis, Istinye University, Istanbul, Turkey.; Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran., Samanta S; Research Centre of Performance and Productivity Analysis, Istinye University, Istanbul, Turkey. ssamantavu@gmail.com.; Department of Mathematics, Tamralipta Mahavidyalaya, Tamluk, WB, 721636, India. ssamantavu@gmail.com.; Department of Technical Sciences, Western Caspian University, Baku, 1001, Azerbaijan. ssamantavu@gmail.com.
Source: Scientific reports [Sci Rep] 2026 Apr 29; Vol. 16 (1). Date of Electronic Publication: 2026 Apr 29.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Mandal+P%22">Mandal P</searchLink>; Department of Technical Sciences, Algebra Bernays University, Gradiscanska 24, 10000, Zagreb, Croatia.<br /><searchLink fieldCode="AU" term="%22Mrsic+L%22">Mrsic L</searchLink>; Department of Technical Sciences, Algebra Bernays University, Gradiscanska 24, 10000, Zagreb, Croatia.; Rudolfovo Science and Technology Centre, Novo Mesto, Slovenia.<br /><searchLink fieldCode="AU" term="%22Kalampakas+A%22">Kalampakas A</searchLink>; College of Engineering and Technology, American University of Middle East, 54200, Egaila, Kuwait.<br /><searchLink fieldCode="AU" term="%22Allahviranloo+T%22">Allahviranloo T</searchLink>; Research Centre of Performance and Productivity Analysis, Istinye University, Istanbul, Turkey.; Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Samanta+S%22">Samanta S</searchLink>; Research Centre of Performance and Productivity Analysis, Istinye University, Istanbul, Turkey. ssamantavu@gmail.com.; Department of Mathematics, Tamralipta Mahavidyalaya, Tamluk, WB, 721636, India. ssamantavu@gmail.com.; Department of Technical Sciences, Western Caspian University, Baku, 1001, Azerbaijan. ssamantavu@gmail.com.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Apr 29; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Apr 29.
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        Value: 10.1038/s41598-026-50750-5
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              Text: 2026 Apr 29
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