26 search results - page 1 / 6 » Restricted Decontamination for the Imbalanced Training Sampl... |
CIARP
2003
Springer
13 years 9 months ago
2003
Springer
TCBB
2011
12 years 11 months ago
2011
—In biomedical data, the imbalanced data problem occurs frequently and causes poor prediction performance for minority classes. It is because the trained classifiers are mostly d...
ECAI
2006
Springer
13 years 8 months ago
2006
Springer
Authorship identification can be seen as a single-label multi-class text categorization problem. Very often, there are extremely few training texts at least for some of the candida...
JMLR
2010
12 years 11 months ago
2010
Alternating Gibbs sampling is the most common scheme used for sampling from Restricted Boltzmann Machines (RBM), a crucial component in deep architectures such as Deep Belief Netw...
DEXAW
2007
IEEE
13 years 10 months ago
2007
IEEE
This paper deals with the problem of author identification. The Common N-Grams (CNG) method [6] is a language-independent profile-based approach with good results in many author i...