2683 search results - page 516 / 537 » Machine learning problems from optimization perspective |
122
Voted
ECCV
2008
Springer
16 years 4 months ago
2008
Springer
Abstract. Compressive sensing (CS) is an emerging field that provides a framework for image recovery using sub-Nyquist sampling rates. The CS theory shows that a signal can be reco...
130
click to vote
CVIU
2008
15 years 2 months ago
2008
A key problem in video content analysis using dynamic graphical models is to learn a suitable model structure given some observed visual data. We propose a Completed Likelihood AI...
132
Voted
SECON
2008
IEEE
15 years 8 months ago
2008
IEEE
—Many sensing systems remotely monitor/measure an environment at several sites, and then report these observations to a central site. We propose and investigate several practical...
145
click to vote
ISMB
2000
15 years 3 months ago
2000
Several microarray technologies that monitor the level of expression of a large number of genes have recently emerged. Given DNA-microarray data for a set of cells characterized b...
140
Voted
KDD
2006
ACM
16 years 2 months ago
2006
ACM
This paper describes a novel classification method for computer aided detection (CAD) that identifies structures of interest from medical images. CAD problems are challenging larg...