5096 search results - page 95 / 1020 » Landscape of Clustering Algorithms |
178
click to vote
WEBI
2005
Springer
15 years 10 months ago
2005
Springer
Document clustering is a very hard task in Automatic Text Processing since it requires to extract regular patterns from a document collection without a priori knowledge on the cat...
154
click to vote
ALGORITHMICA
2006
15 years 4 months ago
2006
Hierarchical graphs and clustered graphs are useful non-classical graph models for structured relational information. Hierarchical graphs are graphs with layering structures; clus...
143
click to vote
ICML
2000
IEEE
16 years 5 months ago
2000
IEEE
Clustering algorithms conduct a search through the space of possible organizations of a data set. In this paper, we propose two types of instance-level clustering constraints ? mu...
124
click to vote
ATAL
2003
Springer
15 years 9 months ago
2003
Springer
This paper introduces a set of algorithmic modifications that improve the partitioning results obtained with ant-based clustering. Moreover, general parameter settings and a self-...
160
click to vote
PAKDD
2000
ACM
15 years 8 months ago
2000
ACM
In clustering, global feature selection algorithms attempt to select a common feature subset that is relevant to all clusters. Consequently, they are not able to identify individu...