1175 search results - page 22 / 235 » Experimental perspectives on learning from imbalanced data |
DISCEX
2003
IEEE
14 years 1 months ago
2003
IEEE
The DARPA Information Assurance (IA) and Operational Partners in Experimentation (OPX) Programs have conducted over a dozen laboratory-based experiments involving live red teams s...
ICML
2010
IEEE
13 years 8 months ago
2010
IEEE
Many applications require optimizing an unknown, noisy function that is expensive to evaluate. We formalize this task as a multiarmed bandit problem, where the payoff function is ...
BMCBI
2010
13 years 7 months ago
2010
Background: Recently, supervised learning methods have been exploited to reconstruct gene regulatory networks from gene expression data. The reconstruction of a network is modeled...
CIKM
2008
Springer
13 years 9 months ago
2008
Springer
For a given query raised by a specific user, the Query Suggestion technique aims to recommend relevant queries which potentially suit the information needs of that user. Due to th...
ICCV
2011
IEEE
12 years 7 months ago
2011
IEEE
In this paper, we introduce a novel method for depth acquisition based on refraction of light. A scene is captured twice by a fixed perspective camera, with the first image capt...