421 search results - page 2 / 85 » A probabilistic framework for relational clustering |
IJCAI
2001
13 years 6 months ago
2001
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...
ICASSP
2008
IEEE
13 years 11 months ago
2008
IEEE
Based on the correlation between expression and ontologydriven gene similarity, we incorporate functional annotations into gene expression clustering validation. A probabilistic f...
NIPS
2004
13 years 6 months ago
2004
While clustering is usually an unsupervised operation, there are circumstances in which we believe (with varying degrees of certainty) that items A and B should be assigned to the...
PAKDD
2010
ACM
13 years 6 months ago
2010
ACM
Domain experts are frequently interested to analyze multiple related spatial datasets. This capability is important for change analysis and contrast mining. In this paper, a novel ...
KDD
2000
ACM
13 years 8 months ago
2000
ACM
