472 search results - page 21 / 95 » Clustering functional data with the SOM algorithm |
168
click to vote
IJCNN
2006
IEEE
15 years 10 months ago
2006
IEEE
— Recent work has revealed a close connection between certain information theoretic divergence measures and properties of Mercer kernel feature spaces. Specifically, it has been...
124
click to vote
MLDM
2005
Springer
15 years 9 months ago
2005
Springer
Assessing the similarity between objects is a prerequisite for many data mining techniques. This paper introduces a novel approach to learn distance functions that maximizes the c...
131
click to vote
BMCBI
2008
2008
Relating gene expression data on two-component systems to functional annotations in Escherichia coli
15 years 4 months ago
Background: Obtaining physiological insights from microarray experiments requires computational techniques that relate gene expression data to functional information. Traditionall...
129
Voted
ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
We present an online adaptive clustering algorithm in a decision tree framework which has an adaptive tree and a code formation layer. The code formation layer stores the represen...
163
Voted
CVPR
2004
IEEE
16 years 6 months ago
2004
IEEE
We consider the problem of clustering data lying on multiple subspaces of unknown and possibly different dimensions. We show that one can represent the subspaces with a set of pol...