1950 search results - page 86 / 390 » Informative sampling for large unbalanced data sets |
138
Voted
JMLR
2002
15 years 1 months ago
2002
A central problem in learning is selection of an appropriate model. This is typically done by estimating the unknown generalization errors of a set of models to be selected from a...
111
click to vote
CORR
2002
Springer
15 years 1 months ago
2002
Springer
Mutual information is widely used in artificial intelligence, in a descriptive way, to measure the stochastic dependence of discrete random variables. In order to address question...
118
Voted
BMCBI
2010
15 years 1 months ago
2010
Background: New technologies are enabling the measurement of many types of genomic and epigenomic information at scales ranging from the atomic to nuclear. Much of this new data i...
105
click to vote
CIARP
2008
Springer
15 years 3 months ago
2008
Springer
Abstract. Cluster validation to determine the right number of clusters is an important issue in clustering processes. In this work, a strategy to address the problem of cluster val...
113
click to vote
CLUSTER
2000
IEEE
15 years 6 months ago
2000
IEEE
As a novel approach to software maintenance in large clusters of PCs requiring multiple OS installations we implemented partition cloning and partition repositories as well as a s...