421 search results - page 13 / 85 » A probabilistic framework for relational clustering |
106
Voted
ILP
2005
Springer
15 years 5 months ago
2005
Springer
We propose a new approach to Inductive Logic Programming that systematically exploits caching and offers a number of advantages over current systems. It avoids redundant computati...
75
Voted
CLUSTER
2008
IEEE
15 years 6 months ago
2008
IEEE
—Scientific simulation and modeling often aid in making critical decisions in such diverse fields as city planning, severe weather prediction and influenza modeling. In some o...
AAAI
2008
15 years 2 months ago
2008
Many real-world problems are characterized by complex relational structure, which can be succinctly represented in firstorder logic. However, many relational inference algorithms ...
71
Voted
KI
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. We generalize traditional goals of clustering towards distinguishing components in a non-parametric mixture model. The clusters are not necessarily based on point locatio...
ACSC
2005
IEEE
15 years 5 months ago
2005
IEEE
Many classical graph visualization algorithms have already been developed over the past decades. However, these algorithms face difficulties in practice, such as the overlapping n...