80 search results - page 5 / 16 » O-Cluster: Scalable Clustering of Large High Dimensional Dat... |
APVIS
2003
13 years 10 months ago
2003
In this paper techniques from multidimensional scaling and graph drawing are coupled to provide an overview-and-detail style method for visualising a high dimensional dataset whos...
ICDM
2008
IEEE
14 years 3 months ago
2008
IEEE
Clustering problems often involve datasets where only a part of the data is relevant to the problem, e.g., in microarray data analysis only a subset of the genes show cohesive exp...
VLUDS
2010
13 years 3 months ago
2010
Large high-resolution displays combine the images of multiple smaller display devices to form one large display area. A total resolution that can easily comprise several hundred m...
ICDE
2010
IEEE
13 years 7 months ago
2010
IEEE
Abstract— We propose the Multi-resolution Correlation Cluster detection (MrCC), a novel, scalable method to detect correlation clusters able to analyze dimensional data in the ra...
KDD
2002
ACM
14 years 9 months ago
2002
ACM
This paper studies the problem of categorical data clustering, especially for transactional data characterized by high dimensionality and large volume. Starting from a heuristic m...