A taxonomy of clustering procedures
type: Dataset
description: In the field of multicriteria decision aid, considerable attention has been paid to supervised classification problems, especially to so-called sorting problems, where an order is assumed on the predefined classes. Recently, some non-supervised multicriteria classification procedures, also known as multicriteria clustering procedures, have been proposed aiming to discover data structures from a multicriteria perspective. We enlighten some properties of such approaches and their differences with regards to classical procedures, and we propose a taxonomy of this family of procedures. Moreover, we analyze extend to which these procedures differ from the multicriteria ranking problematic.
landing page: Proceedings of the 66th Meeting of the European Working Group on MCDA
keyword: clustering
keyword: conference-papers
keyword: infoeu-reposemanticsconferenceobject
keyword: infoinfo-rocomputer-science-csoperations-research-mathoc
keyword: mcda
keyword: multicriteria-clustering
keyword: multiple-criteria-analysis
keyword: taxonomy
issued: 2026-05-05T12:30:10.255652
modified: 2026-05-05T12:30:10.255656
language: en
contact point: Organization
  fn: CCSD

test_moissonnage_selune
type: Agent

A taxonomy of clustering procedures
type: Distribution
format: HTML
access URL: https://hal.science/hal-00985860
issued: 2026-05-05T12:30:10.257146
modified: 2026-05-05T12:30:10.243551