1105 search results - page 98 / 221 » Approximate Spectral Clustering. |
149
Voted
SDM
2004
SIAM
15 years 2 months ago
2004
SIAM
Microarray experiments have been extensively used for simultaneously measuring DNA expression levels of thousands of genes in genome research. A key step in the analysis of gene e...
265
Voted
ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
The scope of the well-known k-means algorithm has been
broadly extended with some recent results: first, the k-
means++ initialization method gives some approximation
guarantees...
141
Voted
KDD
2003
ACM
16 years 1 months ago
2003
ACM
The goal of clustering is to identify distinct groups in a dataset. The basic idea of model-based clustering is to approximate the data density by a mixture model, typically a mix...
107
Voted
ISMIS
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. A multi-relational clustering method is presented which can be applied to complex knowledge bases storing resources expressed in the standard Semantic Web languages. It a...
115
click to vote
WEBI
2001
Springer
15 years 5 months ago
2001
Springer
: Automated collaborative filtering is a popular technique for reducing information overload. In this paper, we propose a new approach for the collaborative filtering using local...