Numerical Data Classification via Distance-Based Similarity Measures of Fuzzy Parameterized Fuzzy Soft Matrices
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3089849
Abstract: In this paper, we first define eight pseudo-metrics and eight pseudo-similarities based on these pseudo-metrics over fpfs-matrices. We then propose a new classification algorithm, i.e. Fuzzy Parameterized Fuzzy Soft Euclidean Classifier (FPFS-EC), based on Euclidean… read more here.
Keywords: fuzzy soft; parameterized fuzzy; classification; fuzzy knn ... See more keywords
An intelligent fuzzy parameterized multi-criteria decision-support system based on intuitionistic fuzzy hypersoft expert set for automobile evaluation
Sign Up to like & getrecommendations! Published in 2022 at "Advances in Mechanical Engineering"
DOI: 10.1177/16878132221110005
Abstract: In every decision-making scenario, the role of parameters is pertinent but it becomes critical for the situations when parameters are ambiguous to be assessed by the experts so this sort of uncertainty is judged by… read more here.
Keywords: intuitionistic fuzzy; expert set; fuzzy; fuzzy parameterized ... See more keywords
Distance and Similarity Measures of Intuitionistic Fuzzy Parameterized Intuitionistic Fuzzy Soft Matrices and Their Applications to Data Classification in Supervised Learning
Sign Up to like & getrecommendations! Published in 2023 at "Axioms"
DOI: 10.3390/axioms12050463
Abstract: Intuitionistic fuzzy parameterized intuitionistic fuzzy soft matrices (ifpifs-matrices), proposed by Enginoğlu and Arslan in 2020, are worth utilizing in data classification in supervised learning due to coming into prominence with their ability to model decision-making… read more here.
Keywords: intuitionistic fuzzy; fuzzy; parameterized intuitionistic; fuzzy parameterized ... See more keywords
Fuzzy Parameterized Complex Neutrosophic Soft Expert Set for Decision under Uncertainty
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DOI: 10.3390/sym11030382
Abstract: In the definition of the complex neutrosophic soft expert set (CNSES), parameters set is a classical set, and the parameters have the same degree of importance, which is considered as 1. This poses a limitation… read more here.
Keywords: complex neutrosophic; neutrosophic soft; parameterized complex; soft expert ... See more keywords