A fuzzy extension of the Rand index and other related indexes for clustering and classification assessment

RJGB Campello - Pattern Recognition Letters, 2007 - Elsevier
A fuzzy extension of the Rand index [Rand, WM, 1971. Objective criteria for the evaluation of
clustering methods. J. Amer. Statist. Assoc. 846–850] is introduced in this paper. The Rand …

[图书][B] Approche pragmatique de la classification: arbres hiérarchiques, partitionnements

JP Nakache, J Confais - 2004 - books.google.com
La quatrième de couverture indique:" La classification est une branche de l'analyse
statistique multidimensionnelle descriptive qui a fait l'objet de très nombreuses publications …

Comparing high-dimensional partitions with the co-clustering adjusted rand index

V Robert, Y Vasseur, V Brault - Journal of Classification, 2021 - Springer
We consider the simultaneous clustering of rows and columns of a matrix and more
particularly the ability to measure the agreement between two co-clustering partitions. The …

Document image characterization using a multiresolution analysis of the texture: application to old documents

N Journet, JY Ramel, R Mullot, V Eglin - International Journal of Document …, 2008 - Springer
In this article, we propose a method of characterization of images of old documents based
on a texture approach. This characterization is carried out with the help of a multi-resolution …

Comparison of distance indices between partitions

L Denœud, A Guénoche - Data Science and Classification, 2006 - Springer
In this paper, we compare five classical distance indices on P n, the set of partitions on n
elements. First, we recall the definition of the transfer distance between partitions and an …

Índices complementares para o estudo de uma representação social a partir de evocações livres: raridade, diversidade e comunidade

RP Wolter, JR Wachelke - … Psicologia: Teoria e …, 2013 - editorarevistas.mackenzie.br
Este artigo visa apresentar, com exemplos empíricos, três índices calculáveis a partir de
dados de evocações livres. Dois desses índices foram elaborados por Flament e Rouquette …

Generalized external indexes for comparing data partitions with overlapping categories

RJGB Campello - Pattern Recognition Letters, 2010 - Elsevier
There is a family of well-known external clustering validity indexes to measure the degree of
compatibility or similarity between two hard partitions of a given data set, including partitions …

Maximum transfer distance between partitions

I Charon, L Denoeud, A Guenoche, O Hudry - Journal of classification, 2006 - Springer
In this paper, we study a distance defined over the partitions of a finite set. Given two
partitions P and Q, this distance is defined as the minimum number of transfers of an …

Espacements bidimensionnels et données entachées d'erreurs dans l'analyse des processus ponctuels spatiaux

L Cucala - 2006 - theses.hal.science
CETTE THÈSE S'INTÉRESSE À DEUX GRANDES QUESTIONS DES PROCESSUS
PONCTUELS SPATIAUX: LES ASPECTS DISTRIBUTIONNELS DES ESPACEMENTS ET …

Técnicas de combinação para agrupamento centralizado e distribuído de dados

MC Naldi - 2011 - teses.usp.br
A grande quantidade de dados gerada em diversas áreas do conhecimento cria a
necessidade do desenvolvimento de técnicas de mineração de dados cada vez mais …