4660 search results - page 589 / 932 » Learning from imperfect data |
138
Voted
KDD
2004
ACM
16 years 3 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...
111
Voted
ICDM
2006
IEEE
15 years 9 months ago
2006
IEEE
Hierarchies are an intuitive and effective organization paradigm for data. Of late there has been considerable research on automatically learning hierarchical organizations of dat...
160
Voted
SLSFS
2005
Springer
15 years 9 months ago
2005
Springer
We propose the use of latent space models applied to local invariant features for object classification. We investigate whether using latent space models enables to learn patterns...
115
click to vote
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
Variable selection for cluster analysis is a difficult problem. The difficulty originates not only from the lack of class information but also the fact that high-dimensional data ...
143
Voted
HUC
2010
Springer
15 years 3 months ago
2010
Springer
This work presents the design and evaluation of an activity recognition system for seven important motion related activities. The only sensor used is an Inertial Measurement Unit ...