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Probabilistic Hybrid Linguistic Approaches for Multiple Attribute Group Decision Making with Decision Hesitancy and the Prioritization of Attribute Relationships
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In: Symmetry ; Volume 12 ; Issue 2 (2020)
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26 |
A Stochastic Multi-Attribute Method for Measuring Sustainability Performance of a Supplier Based on a Triple Bottom Line Approach in a Dual Hesitant Fuzzy Linguistic Environment
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In: International Journal of Environmental Research and Public Health ; Volume 17 ; Issue 6 (2020)
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27 |
The Linguistic Interval-Valued Intuitionistic Fuzzy Aggregation Operators Based on Extended Hamacher T-Norm and S-Norm and Their Application
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In: Symmetry ; Volume 12 ; Issue 4 (2020)
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28 |
Linguistic Pythagorean Einstein Operators and Their Application to Decision Making
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In: Information ; Volume 11 ; Issue 1 (2020)
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29 |
Cumulative Prospect Theory: Performance Evaluation of Government Purchases of Home-Based Elderly-Care Services Using the Pythagorean 2-tuple Linguistic TODIM Method
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In: International Journal of Environmental Research and Public Health ; Volume 17 ; Issue 6 (2020)
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30 |
Novel Multiple Attribute Group Decision-Making Methods Based on Linguistic Intuitionistic Fuzzy Information
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In: Mathematics ; Volume 8 ; Issue 3 (2020)
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31 |
The Trapezoidal Fuzzy Two-Dimensional Linguistic Power Generalized Hamy Mean Operator and Its Application in Multi-Attribute Decision-Making
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In: Mathematics ; Volume 8 ; Issue 1 (2020)
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32 |
A Fuzzy Approach for Ranking Discrete Multi-Attribute Alternatives under Uncertainty
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In: Mathematics ; Volume 8 ; Issue 6 (2020)
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33 |
A Probabilistic Linguistic Multiple Attribute Decision Making Based on a New Correlation Coefficient Method and its Application in Hospital Assessment
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In: Mathematics ; Volume 8 ; Issue 3 (2020)
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Abstract:
The probabilistic linguistic term set (PLTS) is a newly emerging mathematical tool for handling uncertainties. It is considered a useful extension of linguistic term sets associated with probability information and can improve the effectiveness of multiple attribute decision making (MADM). This paper proposes a new PLTS correlation coefficient and addresses its usefulness in MADM problems. For achieving this aim, some new concepts of mean, variance, and covariance of the PLTS are first proposed. Moreover, a novel PLTS Pearson correlation coefficient is defined to overcome the shortcomings of the existing methods, whose significant feature is that it lies in the interval [&minus ; 1,1], which makes it more effective in reflecting the negative and positive correlation between PLTSs. A weighted PLTS Pearson correlation coefficient is further defined to consider the importance of attribute weights and expand the scope of application. Then, a relative PLTS closeness coefficient is constructed based on the developed Pearson correlation coefficient, and based on which, a Pearson correlation-based TOPSIS (technique for order of preference by similarity to ideal solution) approach for MADM problems is developed. Finally, the effectiveness as well as the applicability of the developed method are illustrated through numerical examples and comparative analysis.
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Keyword:
hospital assessment; multiple attribute decision making; Pearson correlation coefficient; probabilistic linguistic term set; TOPSIS
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URL: https://doi.org/10.3390/math8030340
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34 |
From Grammar Inference to Semantic Inference—An Evolutionary Approach
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In: Mathematics ; Volume 8 ; Issue 5 (2020)
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СЕМАНТИКА ІМЕННИКОВИХ АТРИБУТІВ У ПРЕПОЗИЦІЇ В АНГЛІЙСЬКІЙ МОВІ ; СЕМАНТИКА СУЩЕСТВИТЕЛЬНЫХ АТРИБУТОВ В ПРЕПОЗИЦИИ В АНГЛИЙСКОМ ЯЗЫКЕ ; SEMANTICS OF NOUN ATTRIBUTES IN THE SENTENCE IN ENGLISH
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In: Opera in linguistica ukrainiana; № 27 (2020); 92-102 ; Записки з українського мовознавства; № 27 (2020); 92-102 ; 2415-7562 ; 2414-0627 (2020)
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36 |
Денотативно-идеографическая группа «Игра» в лексико-семантическом аспекте ; Denotative-Ideographic Group “Game” in the Lexic-Semantic Aspect
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37 |
MABAC method for multiple attribute group decision making under picture 2-tuple linguistic environment
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In: UNF Faculty Publications (2020)
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38 |
Le pronom ce dans les phrases attributives
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In: Langue française, N 205, 1, 2020-03-13, pp.31-50 (2020)
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La construction absolue attributive française comme une catégorie radiale
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In: Linguistica Pragensia, Vol 30, Iss 2, Pp 138-155 (2020) (2020)
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