1406 search results - page 58 / 282 » Learning Pseudo-independent Models: Analytical and Experimen... |
112
Voted
ESWS
2008
Springer
15 years 2 months ago
2008
Springer
Exploiting the complex structure of relational data enables to build better models by taking into account the additional information provided by the links between objects. We exten...
ESSMAC
2003
Springer
15 years 5 months ago
2003
Springer
We apply a constrained Hidden Markov Model architecture to the problem of simultaneous localization and surveying from sensor logs of mobile agents navigating in unknown environmen...
121
Voted
CIVR
2006
Springer
15 years 4 months ago
2006
Springer
We propose a novel Bayesian learning framework of hierarchical mixture model by incorporating prior hierarchical knowledge into concept representations of multi-level concept struc...
103
Voted
ICCV
2009
IEEE
16 years 5 months ago
2009
IEEE
Image auto-annotation is an important open problem in
computer vision. For this task we propose TagProp, a discriminatively
trained nearest neighbor model. Tags of test
images a...
85
Voted
CEAS
2007
Springer
15 years 6 months ago
2007
Springer
We propose a discriminative classifier learning approach to image modeling for spam image identification. We analyze a large number of images extracted from the SpamArchive spam c...