476 search results - page 22 / 96 » Data Classification on Multiple Manifolds |
127
Voted
HIS
2004
15 years 5 months ago
2004
Microarray data often contains multiple missing genetic expression values that degrade the performance of statistical and machine learning algorithms. This paper presents a K rank...
107
Voted
AAAI
2006
15 years 5 months ago
2006
In this paper, we study the classification problem involving information spanning multiple private databases. The privacy challenges lie in the facts that data cannot be collected...
148
Voted
ICCV
2007
IEEE
16 years 5 months ago
2007
IEEE
Boosting is a remarkably simple and flexible classification algorithm with widespread applications in computer vision. However, the application of boosting to nonEuclidean, infini...
193
Voted
CIDU
2010
15 years 1 months ago
2010
There has been a lot of research targeting text classification. Many of them focus on a particular characteristic of text data - multi-labelity. This arises due to the fact that a ...
129
Voted
CCIA
2008
Springer
15 years 5 months ago
2008
Springer
Abstract. This paper deals with the characterization of data complexity and the relationship with the classification accuracy. We study three dimensions of data complexity: the len...