5390 search results - page 189 / 1078 » Support cluster machine |
102
Voted
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
We derive a generalization bound for multiclassification schemes based on grid clustering in categorical parameter product spaces. Grid clustering partitions the parameter space i...
107
click to vote
ICML
2002
IEEE
16 years 4 months ago
2002
IEEE
We present two results which arise from a model-based approach to hierarchical agglomerative clustering. First, we show formally that the common heuristic agglomerative clustering...
156
Voted
ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
Clustering is traditionally viewed as an unsupervised method for data analysis. However, in some cases information about the problem domain is available in addition to the data in...
132
click to vote
ECML
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. A clustering method is presented which can be applied to semantically annotated resources in the context of ontological knowledge bases. This method can be used to discov...
123
click to vote
MLDM
2005
Springer
15 years 8 months ago
2005
Springer
In this paper we present a method to cluster large datasets that change over time using incremental learning techniques. The approach is based on the dynamic representation of clus...