94 search results - page 3 / 19 » A probabilistic framework for semi-supervised clustering |
KDD
2004
ACM
14 years 7 months ago
2004
ACM
Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...
ICASSP
2008
IEEE
14 years 1 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...
KDD
2000
ACM
13 years 10 months ago
2000
ACM
IPMI
2007
Springer
14 years 7 months ago
2007
Springer
A novel framework for joint clustering and point-by-point mapping of white matter fiber pathways is presented. Accurate clustering of the trajectories into fiber bundles requires p...
NIPS
2004
13 years 8 months ago
2004
Clustering and prediction of sets of curves is an important problem in many areas of science and engineering. It is often the case that curves tend to be misaligned from each othe...