5365 search results - page 196 / 1073 » Hierarchical Information Maps |
113
Voted
VISUAL
2007
Springer
15 years 7 months ago
2007
Springer
Abstract. An approach for visual information analysis and classification is presented. It is based on a knowledge synthesizing technique to automatically create a relevance map fro...
120
Voted
INEX
2005
Springer
15 years 6 months ago
2005
Springer
Self-Organizing Maps capable of encoding structured information will be used for the clustering of XML documents. Documents formatted in XML are appropriately represented as graph ...
102
Voted
KDD
2002
ACM
16 years 1 months ago
2002
ACM
Images are highly complex multidimensional signals, with rich and complicated information content. For this reason they are difficult to analyze through a unique automated approach...
108
Voted
ICPR
2002
IEEE
16 years 1 months ago
2002
IEEE
: One way to scale up clustering algorithms is to squash the data by some intelligent compression technique and cluster only the compressed data records. Such compressed data recor...
128
Voted
SIGMOD
2001
ACM
16 years 29 days ago
2001
ACM
In this paper, we investigate how to scale hierarchical clustering methods (such as OPTICS) to extremely large databases by utilizing data compression methods (such as BIRCH or ra...