Numerical Data Classification via Distance-Based Similarity Measures of Fuzzy Parameterized Fuzzy Soft Matrices

In this paper, we first define eight pseudo-metrics and eight pseudo-similarities based on these pseudo-metrics over <italic>fpfs</italic>-matrices. We then propose a new classification algorithm, i.e. Fuzzy Parameterized Fuzzy Soft Euclidean Classifier (FPFS-EC), based on Euclidean pseudo-similarit...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Samet Memis, Serdar Enginoglu, Ugur Erkan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2021-01-01
coleção:	IEEE Access
Assuntos:	Fuzzy sets soft sets <italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">fpfs</italic>-matrices similarity measure classification supervised learning
Acesso em linha:	https://ieeexplore.ieee.org/document/9456957/
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!