658 search results - page 7 / 132 » Minimally-Supervised Classification using Multiple Observati... |
112
click to vote
BMCBI
2010
14 years 11 months ago
2010
Background: Data generated using `omics' technologies are characterized by high dimensionality, where the number of features measured per subject vastly exceeds the number of...
76
Voted
ICML
2004
IEEE
16 years 13 days ago
2004
IEEE
We consider the problem of decentralized detection under constraints on the number of bits that can be transmitted by each sensor. In contrast to most previous work, in which the ...
102
click to vote
PAMI
2010
14 years 10 months ago
2010
—This paper addresses the problem of robust template tracking in image sequences. Our work falls within the discriminative framework in which the observations at each frame yield...
ICASSP
2011
IEEE
14 years 3 months ago
2011
IEEE
In this paper, we present a novel joint sparse representation based method for acoustic signal classification with multiple measurements. The proposed method exploits the correla...
ARTMED
2006
14 years 11 months ago
2006
Manual classification of free-text documents within a predefined hierarchy is highly time consuming. This is especially true for clinical guidelines, which are often indexed by mu...