3245 search results - page 272 / 649 » Mining Transformed Data Sets |
171
click to vote
SDM
2004
SIAM
15 years 8 months ago
2004
SIAM
Clustering suffers from the curse of dimensionality, and similarity functions that use all input features with equal relevance may not be effective. We introduce an algorithm that...
163
click to vote
ICDM
2010
IEEE
15 years 4 months ago
2010
IEEE
An idealized clustering algorithm seeks to learn a cluster-adjacency matrix such that, if two data points belong to the same cluster, the corresponding entry would be 1; otherwise ...
286
click to vote
IJCNN
2006
IEEE
16 years 21 days ago
2006
IEEE
- Gene regulatory networks allow us to study and understand genes’ roles in biological processes. Among others, regulatory networks help to identify pathway initiator genes and t...
153
click to vote
PAKDD
2005
ACM
16 years 4 days ago
2005
ACM
In many modern application ranges high-dimensional feature vectors are used to model complex real-world objects. Often these objects reside on different local sites. In this paper,...
164
click to vote
PKDD
2010
Springer
15 years 5 months ago
2010
Springer
There are many situations in which we have more than one view of a single data source, or in which we have multiple sources of data that are aligned. We would like to be able to bu...