1836 search results - page 175 / 368 » Mining Clustering Dimensions |
187
Voted
PKDD
2000
Springer
15 years 9 months ago
2000
Springer
Abstract. A new constrained model is discussed as a way of incorporating efficiently a priori expert knowledge into a clustering problem of a given individual set. The first innova...
162
click to vote
AUSDM
2008
Springer
15 years 8 months ago
2008
Springer
This paper proposes a clustering approach that explores both the content and the structure of XML documents for determining similarity among them. Assuming that the content and th...
187
click to vote
SDM
2008
SIAM
15 years 7 months ago
2008
SIAM
In constrained clustering it is common to model the pairwise constraints as edges on the graph of observations. Using results from graph theory, we analyze such constraint graphs ...
164
click to vote
SDM
2008
SIAM
15 years 7 months ago
2008
SIAM
Although clustering under constraints is a current research topic, a hierarchical setting, in which a hierarchy of clusters is the goal, is usually not considered. This paper trie...
174
click to vote
SDM
2008
SIAM
15 years 7 months ago
2008
SIAM
In this paper we propose and test the use of hierarchical clustering for feature selection. The clustering method is Ward's with a distance measure based on GoodmanKruskal ta...