1105 search results - page 107 / 221 » Approximate Spectral Clustering. |
128
Voted
SIGMOD
2001
ACM
16 years 27 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...
85
Voted
ICPR
2008
IEEE
15 years 7 months ago
2008
IEEE
Convenient reconstruction of natural plants is a difficult task because of their intrinsic complex geometry. In this paper, we propose a convenient image-based approach to modeli...
IUI
2003
ACM
15 years 6 months ago
2003
ACM
This paper describes an approach to digesting threads of archived discussion lists by clustering messages into approximate topical groups, and then extracting shorter overviews, a...
ESANN
2007
15 years 2 months ago
2007
Independent Variable Group Analysis (IVGA) is a method for grouping dependent variables together while keeping mutually independent or weakly dependent variables in separate group...
229
Voted
ICDE
2001
IEEE
16 years 2 months ago
2001
IEEE
In this paper, we develop a general framework for approximate nearest neighbor queries. We categorize the current approaches for nearest neighbor query processing based on either ...