74 search results - page 6 / 15 » Kernel-Based Learning of Hierarchical Multilabel Classificat... |
104
Voted
ICPR
2006
IEEE
16 years 2 months ago
2006
IEEE
We propose a new maximum margin discriminative learning algorithm here for classification of temporal signals. It is superior to conventional HMM in the sense that it does not nee...
135
Voted
ICML
2000
IEEE
16 years 1 months ago
2000
IEEE
We consider the problem of unsupervised classification of temporal sequences of facial expressions in video. This problem arises in the design of an adaptive visual agent, which m...
131
Voted
ICASSP
2010
IEEE
15 years 1 months ago
2010
IEEE
Sparse representation theory has been increasingly used in the fields of signal processing and machine learning. The standard sparse models are not invariant to spatial transform...
92
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
The proliferation of text documents on the web as well as within institutions necessitates their convenient organization to enable efficient retrieval of information. Although tex...
169
Voted
RIVF
2008
15 years 2 months ago
2008
The classification image into one of several categories is a problem arisen naturally under a wide range of circumstances. In this paper, we present a novel unsupervised model for ...