476 search results - page 26 / 96 » Data Classification on Multiple Manifolds |
123
Voted
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
We introduce the Spherical Admixture Model (SAM), a Bayesian topic model for arbitrary 2 normalized data. SAM maintains the same hierarchical structure as Latent Dirichlet Allocat...
126
Voted
SIAMMAX
2010
14 years 9 months ago
2010
For the approximation of time-dependent data tensors and of solutions to tensor differential equations by tensors of low Tucker rank, we study a computational approach that can be ...
221
Voted
CVPR
2005
IEEE
16 years 4 months ago
2005
IEEE
We present a new approach, called local discriminant embedding (LDE), to manifold learning and pattern classification. In our framework, the neighbor and class relations of data a...
108
Voted
FLAIRS
2008
15 years 5 months ago
2008
To facilitate more meaningful interpretation considering the internal interdependency relationships between data values, a new form of high-order (multiple-valued) pattern known a...
137
Voted
PKDD
2004
Springer
15 years 8 months ago
2004
Springer
In this paper we propose a novel spatial associative classifier method based on a multi-relational approach that takes spatial relations into account. Classification is driven by s...