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DSP
2008
14 years 8 months ago
On statistical approaches to target silhouette classification in difficult conditions
In this paper we present a methodical evaluation of the performance of a new and two traditional approaches to automatic target recognition (ATR) based on silhouette representatio...
Conrad Sanderson, Danny Gibbins, Stephen Searle
BMCBI
2010
105views more  BMCBI 2010»
14 years 10 months ago
Evaluation of fecal mRNA reproducibility via a marginal transformed mixture modeling approach
Background: Developing and evaluating new technology that enables researchers to recover gene-expression levels of colonic cells from fecal samples could be key to a non-invasive ...
Nysia I. George, Joanne R. Lupton, Nancy D. Turner...
NN
2008
Springer
143views Neural Networks» more  NN 2008»
14 years 9 months ago
A batch ensemble approach to active learning with model selection
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
Masashi Sugiyama, Neil Rubens
RSA
2010
113views more  RSA 2010»
14 years 8 months ago
The order of the giant component of random hypergraphs
We establish central and local limit theorems for the number of vertices in the largest component of a random d-uniform hypergraph Hd(n, p) with edge probability p = c/ n−1 d−1...
Michael Behrisch, Amin Coja-Oghlan, Mihyun Kang
AC
1999
Springer
15 years 2 months ago
FlexiNet: A Flexible, Component-Oriented Middleware System
The FlexiNet Platform is a Java middleware platform that features a component based ‘white-box’ approach with strong emphasis placed on reflection and introspection at all lev...
Richard Hayton, Andrew Herbert