5096 search results - page 188 / 1020 » Landscape of Clustering Algorithms |
154
click to vote
KDD
2010
ACM
15 years 10 months ago
2010
ACM
Modern data mining settings involve a combination of attributevalued descriptors over entities as well as specified relationships between these entities. We present an approach t...
160
click to vote
CORR
2010
Springer
15 years 6 months ago
2010
Springer
We formulate weighted graph clustering as a prediction problem1 : given a subset of edge weights we analyze the ability of graph clustering to predict the remaining edge weights. ...
144
click to vote
EVOW
2009
Springer
16 years 28 days ago
2009
Springer
Abstract. This paper proposes a new knowledge-based method for clustering metagenome short reads. The method incorporates biological knowledge in the clustering process, by means o...
176
click to vote
ICCV
2007
IEEE
16 years 14 days ago
2007
IEEE
We consider clustering situations in which the pairwise affinity between data points depends on a latent ”context” variable. For example, when clustering features arising fro...
165
click to vote
DASFAA
2005
IEEE
15 years 11 months ago
2005
IEEE
Abstract. Pattern-based clustering has broad applications in microarray data analysis, customer segmentation, e-business data analysis, etc. However, pattern-based clustering often...