5659 search results - page 86 / 1132 » Comparing Clusterings in Space |
ISDA
2006
IEEE
14 years 2 months ago
2006
IEEE
We present in this paper a modification of Lumer and Faieta’s algorithm for data clustering. This algorithm discovers automatically clusters in numerical data without prior kno...
IDEAL
2009
Springer
14 years 3 months ago
2009
Springer
Abstract. Analysis of data without labels is commonly subject to scrutiny by unsupervised machine learning techniques. Such techniques provide more meaningful representations, usef...
ICML
2003
IEEE
14 years 9 months ago
2003
IEEE
We investigate how random projection can best be used for clustering high dimensional data. Random projection has been shown to have promising theoretical properties. In practice,...
ICML
2000
IEEE
14 years 9 months ago
2000
IEEE
Clustering algorithms conduct a search through the space of possible organizations of a data set. In this paper, we propose two types of instance-level clustering constraints ? mu...
RECOMB
2008
Springer
14 years 9 months ago
2008
Springer
Whole genome comparison based on gene order has become a popular approach in comparative genomics. An important task in this field is the detection of gene clusters, i.e. sets of g...