Identifying enablers for a circular healthcare supply chain: An integrated fuzzy DEMATEL-MMDE approach with hesitant information by Deepak Agrawal, Sumit Gupta, Chandni Dusad, M.L. Meena, G.S. Dangayach, Sandeep Jagtap

“…Finding the critical enabler for a circular supply chain in the Indian healthcare sector is urgently needed because the CE is still nascent in developing nations like India. This paper identifies the enablers of a circular healthcare supply chain (CHSC) through a comprehensive analysis of cause and effect, interrelationships, and priorities using integrated alpha-level sets based on the fuzzy DEMATEL-MMDE approach with hesitant information. …”
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Defense training of border villages with passive defense approach; case study: border villages of Piranshahr by Mohammad Hassan Nami

“…The spatial findings were analyzed using GIS, the Analysis Hierarchy Process (AHP), and fuzzy logic. …”
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Version [1.1] - [MakeDecision: Online system for the graphical design of decision-making models in crisp and fuzzy environments] by Jakub Więckowski, Wojciech Sałabun

“…These additions include new Multi-Criteria Decision Analysis (MCDA) methods for both crisp and fuzzy environments, as well as new distance metrics, normalization techniques, defuzzification methods, and correlation coefficients. …”
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AI-Driven decision-making for personalized elderly care: a fuzzy MCDM-based framework for enhancing treatment recommendations by Abeer Aljohani

“…By combining AI-powered analysis, Fuzzy VIKOR, and EHR data, the study provides a refined and personalised approach to healthcare recommendations, providing ranked treatment alternatives based on individual characteristics and preferences. …”
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Evaluation of large‐scale cycling environment by using the trajectory data of dockless shared bicycles: A data‐driven approach by Ying Ni, Shihan Wang, Jiaqi Chen, Bufan Feng, Rongjie Yu, Yilin Cai

“…First, critical cycling behaviour features that reflect cyclists’ perceptions are identified applying the fuzzy C‐means and random forest model. Then, a distribution‐oriented evaluation method is developed, ensuring the incorporation of cyclist heterogeneity and quantifying the quality differences among road segments by combining statistical analysis with a hierarchical clustering model. …”
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What Kind of Rural Digital Configurations Contribute to High County-Level Economic Growth? A Study Conducted in China’s Digital Village Pilot Counties by Guojie Xie, Yu Tian, Lijuan Huang, Muyun Li, John Blenkinsopp

“…To address this issue, this study applies the fuzzy-set qualitative comparative analysis method, guided by systems thinking and ecological systems theory. …”
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Studying the impact of emotion-AI in cross-cultural communication on the effectiveness of global media by Li Fangni

“…This study investigates the impact of emotion-AI on global media communication, focusing on its role in bridging cultural gaps, fostering emotional connections, and improving cross-cultural understanding.MethodA descriptive cross-sectional survey using structured questionnaires collected data from 1,108 global media consumers. Fuzzy-set qualitative comparative analysis (fsQCA) assessed participants' media-related emotion-AI experiences, perceptions, and reactions.ResultEmotion-AI's capacity to deepen emotional relationships (62.1%) and respect for cultural diversity (62.7%) is well-known and appreciated. …”
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Group decision-making framework using generalized heronian mean operators in quasi rung orthopair fuzzy environment with applications by Muhammad Bilal, Jawad Ali, Muhammad Fawad Tariq, Mohammad Mehedi Hassan

“…Abstract Effective decision-making in complex environments often requires handling fuzzy data with interdependencies. The generalized Heronian mean and geometric Heronian mean operators have proven useful for such analysis. …”
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Spatial temporal variability and driving factors of ecological security in the northern slope of Qinling Mountains by HOU Kang, TANG Haojie, MA Lixia, LIU Jiawei, WU Siqi

“…In order to further understand the ecological status of the northern slope of Qinling Mountains, high-resolution remote sensing data and fuzzy analytic hierarchy process method were used to build an assessment model for the evolution of ecological security. …”
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Models of user experience quality in computer information systems by П. Р. Пелех, В. М. Юзевич

“…The benefits of this study include the development of a robust computational pipeline capable of bridging the gap between human-centered assessments and objective technical indicators, supporting proactive service adaptation, and enabling data-driven decisions in dynamic digital ecosystems. …”
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Revitalizing Idle Rural Homesteads: Configurational Paths of Farmer Differentiation and Cognition Synergistically Driving Revitalization Intentions by Mengyuan Lu, Bin Guo, Xinyu Wang

“…This study integrates the social stratification theory, the theory of planned behavior, and the Stimulus–Organism–Response framework to systematically explore how the interactive configuration of farmer differentiation and cognition from a multidimensional perspective drives the formation of farmers’ willingness to engage in high inventory activities, based on the 881 farmer research data in Shaanxi Province, using fuzzy-set qualitative comparative analysis (fsQCA) methodology. …”
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Precision measurement for effective pollution mitigation by evaluating air quality monitoring systems in linguistic Pythagorean fuzzy dombi environment by Hanan Alolaiyan, Umme Kalsoom, Umer Shuaib, Abdul Razaq, Abdul Wakil Baidar, Qin Xin

“…In the various disciplines of fuzzy environments, the aggregation operators are indispensable components of the decision-making process and possess a significant capacity to manage unpredictable and ambiguous data. …”
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Tourism Resource Evaluation Integrating FNN and AHP-FCE: A Case Study of Guilin by Xujiang Qin, Zhuo Peng, Xin Zhang, Xiang Yang

“…However, the limitations of traditional evaluation methods in the allocation of indicator weights and nonlinear data processing make it difficult to meet the development needs of international tourism cities. …”
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Design of a Hybrid Intelligent System for Transitional Bladder Cell Carcinoma Diagnosis by Nada Saleem, Khalid Saleem

“…The second phase is the "patient data analysis phase", in this phase a rule-based Fuzzy Expert System has been proposed and implemented that uses the laboratory and clinical data and simulates an expert doctor’s behavior. …”
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Diversifying configurational paths for athlete data protection by Xinyan Guo, Xiaoyu Li, Mengqi Guo

“…This study employs configurational theory and Fuzzy-set Qualitative Comparative Analysis to investigate the various factors affecting athlete data protection. …”
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How to improve university-enterprise cooperation: application of intuitionistic fuzzy multi-attribute decision-making method based on decision-maker preferences in university-enter... by Ye Zhang, Ziqun Zhang, Xinrong Chen

“…The model integrates intuitionistic fuzzy sets and intuitive fuzzy entropy to handle ambiguity in student responses and to determine the relative importance of cooperation attributes.ResultsBased on survey data from 290 postgraduate students, the analysis revealed that satisfaction with guidance from university and enterprise mentors during enterprise practice significantly impacts overall student satisfaction. …”
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Optimizing of Universal DEA Model with Multi-Level Integration under Neutrosophic Environment by Hamiden Abd El- Wahed Khalifa, Loay Alkhalifa, Sultan S. Alodhaibi, Basma E. El- Demerdash

“…This research introduces a comprehensive Universal Data Envelopment Analysis (DEA) model to handle real-world problems fraught with uncertainty of every operational facet. …”
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Evolutionary Neural Simulation of Import Substitution in the Radio Electronics Industry in the Regions Using Adaptive Network-Based Fuzzy Inference System by Sergei Yashin, Egor Koshelev, Alexey Ivanov, Sergei Borisov, Diyor Karimov, Ivan Babkin

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Analyzing Critical Success Factors for Implementing a Circular Economy in East Java’s Construction Industries Using Fuzzy Synthetic Evaluation by Hendrianto Figo Chrisnando, Negara Kartika Puspa, Devia Yatnanta Padma

“…This study’s research approach consists of a thorough literature review, a questionnaire survey for data collection, and a thorough analysis of the data using mean score ranking and fuzzy synthetic evaluation (FSE). …”
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An integrated CRITIC and EDAS model using linguistic T spherical fuzzy Hamacher aggregation operators and its application to group decision making by Zunaira Rasool, Shahid Hussain Gurmani, Shafiullah Niazai, Rana Muhammad Zulqarnain, Tmader Alballa, Hamiden Abd El-Wahed Khalifa

“…This work thus proposes a dynamic multi-criteria group decision making (MCGDM) model by integrating the Criteria Importance Through Intercriteria Correlation (CRITIC) method with the Evaluation based on Distance from Average Solution (EDAS) technique under the linguistic T-spherical fuzzy (LT-SF) environment. Initially, we define some Hamacher operations for LT-SF numbers (LT-SFNs) and then use them to develop some Hamacher aggregation operators (HAOs) synthesizing expert assessments. …”
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