On the evaluation of clustering results: measures, ensembles, and gene expression data analysis

Clustering plays an important role in the exploratory analysis of data. Its goal is to organize objects into a finite set of categories, i.e., clusters, in the hope that meaningful and previously unknown relationships will emerge from the process. Not every clustering result is meaningful, though. I...

Full description

Bibliographic Details
Main Author: Jaskowiak, Pablo Andretta
Other Authors: Campello, Ricardo José Gabrielli Barreto
Format: Others
Language:en
Published: Biblioteca Digitais de Teses e Dissertações da USP 2015
Subjects:
Online Access:http://www.teses.usp.br/teses/disponiveis/55/55134/tde-23032016-111454/