A similarity classifier with Bonferroni mean operators
type: Item
instance of: scholarly article
title: A similarity classifier with Bonferroni mean operators
zbMATH Open document ID: 1390.68658
DOI: 10.1155/2016/7173054
author: Onesfole Kurama
author: Pasi Luukka
author: Mikael Collan
published in: Advances in Fuzzy Systems
publication date: 2018-05-18T00:00:00Z
review text: Summary: A similarity classifier based on Bonferroni mean based operators is introduced. The new Bonferroni mean based variant of the similarity classifier is also extended to cover a new Bonferroni-OWA variant. The new Bonferroni-OWA based similarity classifier raises the question of how to accomplish the weighting needed and for this reason we also examine a number of linguistic quantifiers for weight generation. The new proposed similarity classifier variants are tested on four real world medical research related data sets. The results are compared with results from two previously presented similarity classifiers, one based on the generalized mean and another based on an arithmetic mean operator. The results show that comparatively better classification accuracy can be reached with the proposed new similarity classifier variants.
Mathematics Subject Classification ID: 68T37
Mathematics Subject Classification ID: 91B06
zbMATH DE Number: 6870161
Wikidata QID: Q59121726
describes a project that uses: UCI-ml
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2016/7173054
OpenAlex ID: W2486460720
cites work: Q5799496
cites work: Generalized Bonferroni mean operators in multi-criteria aggregation
cites work: Absorbent tuples of aggregation operators
cites work: On generalized Bonferroni mean operators for multi-criteria aggregation
cites work: INTUITIONISTIC UNCERTAIN LINGUISTIC WEIGHTED BONFERRONI OWA OPERATOR AND ITS APPLICATION TO MULTIPLE ATTRIBUTE DECISION MAKING
cites work: Normal intuitionistic fuzzy Bonferroni mean operators and their applications to multiple attribute group decision making
cites work: Families of OWA operators
cites work: Connectives and quantifiers in fuzzy sets
cites work: On ordered weighted averaging aggregation operators in multicriteria decisionmaking
cites work: An overview of methods for determining OWA weights
cites work: Q3500124
cites work: Intuitionistic fuzzy possibilistic C means clustering algorithms
cites work: Fuzzy clustering using the convex hull as geometrical model
cites work: Quantitative analyses and development of a \(q\)-incrementation algorithm for FCM with Tsallis entropy maximization
cites work: Q3838055
cites work: Q4441514
cites work: Aggregation operators. New trends and applications
cites work: Induced generalized weighted Bonferroni mean operator for intuitionistic fuzzy sets
cites work: Intuitionistic fuzzy normalized weighted Bonferroni mean and its application in multicriteria decision making
cites work: A computational approach to fuzzy quantifiers in natural languages
cites work: Linguistic quantifiers modeled by Sugeno integrals
cites work: Q5730522
cites work: Generalized mixture operators using weighting functions: A comparative study with WA and OWA
cites work: Mathematics behind fuzzy logic
cites work: Q5613169
cites work: Q4403756
cites work: blood-transfusion-service-center
description: scientific article; zbMATH DE number 6870161