Numerical data classification via distance-based similarity measures of fuzzy parameterized fuzzy soft matrices

S Memiş, S Enginoğlu, U Erkan - IEEE Access, 2021 - ieeexplore.ieee.org
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, ie …

A classification method in machine learning based on soft decision-making via fuzzy parameterized fuzzy soft matrices

S Memiş, S Enginoğlu, U Erkan - Soft Computing, 2022 - Springer
Fuzzy parameterized fuzzy soft matrices (fpfs-matrices) which can model problems involving
fuzzy objects and parameters are one of the mathematical tools used to deal with decision …

Topological structures via bipolar hypersoft sets

SY Musa, BA Asaad - Journal of Mathematics, 2022 - Wiley Online Library
In this article, we introduce bipolar hypersoft topological spaces over the collection of bipolar
hypersoft sets. It is proven that a bipolar hypersoft topological space gives a parametrized …

A new classification method using soft decision-making based on an aggregation operator of fuzzy parameterized fuzzy soft matrices

S Memiş, S Enginoğlu, U Erkan - Turkish Journal of Electrical …, 2022 - journals.tubitak.gov.tr
Recently, a precise and stable machine learning algorithm, ie eigenvalue classification
method (EigenClass), has been developed by using the concept of generalised eigenvalues …

Hypersoft topological spaces

SY Musa, BA Asaad - Neutrosophic Sets Syst, 2022 - books.google.com
Smarandache [48] introduced the concept of hypersoft set which is a generalization of soft
set. This notion is more adaptable than soft set and more suited to challenges involving …

Connectedness on bipolar hypersoft topological spaces

SY Musa, BA Asaad - Journal of Intelligent & Fuzzy Systems, 2022 - content.iospress.com
The most significant and fundamental topological property is connectedness (resp.
disconnectedness). This property highlights the most important characteristics of topological …

Picture fuzzy parameterized picture fuzzy soft sets and their application in a performance-based value assignment problem to salt-and-pepper noise removal filters

S Memiş - International Journal of Fuzzy Systems, 2023 - Springer
In real-world problems such as voting for an election, decisions of the electorate may be split
into three types: yes, no, and abstain. The concept of picture fuzzy sets (pf-sets) has been …

Interval-valued intuitionistic fuzzy parameterized interval-valued intuitionistic fuzzy soft matrices and their application to performance-based value assignment to noise …

T Aydın, S Enginoğlu - Computational and Applied Mathematics, 2022 - Springer
Recently, the concept of interval-valued intuitionistic fuzzy parameterized interval-valued
intuitionistic fuzzy soft sets (d-sets) has successfully modelled decision-making problems …

[PDF][PDF] Bipolar soft generalized topological structures and their application in decision making

H Saleh, B Asaad, R Mohammed - European Journal of Pure and …, 2022 - ejpam.com
The basic of bipolar soft set theory stands for a mathematical instrument that bringstogether
the soft set theory and bipolarity. Its definition is based on two soft sets, a set thatprovides …

[图书][B] Connectedness on hypersoft topological spaces

SY Musa, BA Asaad - 2022 - books.google.com
Connectedness (resp. disconnectedness), which reflects the key characteristic of topological
spaces and helps in the differentiation of two topologies, is one of the most significant and …