1950 search results - page 165 / 390 » Informative sampling for large unbalanced data sets |
156
Voted
PR
2006
15 years 3 months ago
2006
In this paper we introduce a new embedding technique to find the linear projection that best projects labeled data samples into a new space where the performance of a Nearest Neig...
246
Voted
SIGECOM
2011
ACM
14 years 6 months ago
2011
ACM
While social interactions are critical to understanding consumer behavior, the relationship between social and commerce networks has not been explored on a large scale. We analyze...
132
Voted
BMCBI
2010
15 years 1 months ago
2010
Background: The purpose of this manuscript is to provide, based on an extensive analysis of a proteomic data set, suggestions for proper statistical analysis for the discovery of ...
153
Voted
AMAI
2005
Springer
15 years 3 months ago
2005
Springer
Abstract. This paper is concerned with the reliable inference of optimal treeapproximations to the dependency structure of an unknown distribution generating data. The traditional ...
247
Voted
ICDE
2008
IEEE
16 years 5 months ago
2008
IEEE
Abstract-- In recent years, uncertain data management applications have grown in importance because of the large number of hardware applications which measure data approximately. F...