Speeding up the large-scale consensus fuzzy clustering for handling big data
type: Item
instance of: scholarly article
title: Speeding up the large-scale consensus fuzzy clustering for handling big data
zbMATH Open document ID: 1397.62231
author: Minyar Sassi Hidri
author: Mohamed Ali Zoghlami
author: Rahma Ben Ayed
published in: Fuzzy Sets and Systems
publication date: 2018-10-16T00:00:00Z
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 68T10
Mathematics Subject Classification ID: 68T37
zbMATH DE Number: 6955511
zbMATH Keywords: big data analytics
zbMATH Keywords: consensus tendency
zbMATH Keywords: fuzzy clustering
zbMATH Keywords: partial data clustering
zbMATH Keywords: sampling
describes a project that uses: UCI-ml
describes a project that uses: RHadoop
describes a project that uses: SC3
describes a project that uses: MapReduce
describes a project that uses: Hadoop
describes a project that uses: MPI
MaRDI profile type: Publication
full work available at URL: j.fss.2017.11.003
OpenAlex ID: W2767493667
cites work: Numerical taxonomy with fuzzy sets
cites work: Q3969900
cites work: Elements of Information Theory
cites work: Q4787370
cites work: A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters
cites work: Parallelism in random access machines
cites work: Cure: An efficient clustering algorithm for large databases
cites work: Q4148820
cites work: Q3994557
cites work: Q4813059
cites work: Q5617409
cites work: ECM: An evidential version of the fuzzy \(c\)-means algorithm
cites work: Collaborative fuzzy clustering
cites work: Fuzzy clustering models and applications
cites work: 10.1162/153244303321897735
cites work: FCM-based model selection algorithms for determining the number of clusters
cites work: Q3046379
cites work: Fuzzy sets
cites work: Relative entropy collaborative fuzzy clustering method
DOI: 10.1016/J.FSS.2017.11.003
description: scientific article; zbMATH DE number 6955511