1746 search results - page 266 / 350 » Hierarchical Unsupervised Learning |
124
Voted
ECML
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. Clustering has recently enjoyed progress via spectral methods which group data using only pairwise affinities and avoid parametric assumptions. While spectral clustering ...
147
Voted
ICMCS
2006
IEEE
15 years 9 months ago
2006
IEEE
Image retrieval has been widely used in many fields of science and engineering. The semantic concept of user interest is obtained by a learning process. Traditional techniques oft...
127
Voted
SCIA
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. This paper deals, for the first time, with an analysis of localization capabilities of weakly supervised categorization systems. Most existing categorization approaches ...
161
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...
154
Voted
EPIA
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. Robots need to ground their external vocabulary and internal symbols in observations of the world. In recent works, this problem has been approached through combinations ...