1584 search results - page 163 / 317 » On Combining Multiple Classifiers Using an Evidential Approa... |
143
Voted
CBMS
2007
IEEE
15 years 10 months ago
2007
IEEE
In this paper, we propose a new classification method that addresses classification in multiple categories of textual documents. We call it Matrix Regression (MR) due to its resem...
156
Voted
BMCBI
2011
14 years 7 months ago
2011
Background: Classification and variable selection play an important role in knowledge discovery in highdimensional data. Although Support Vector Machine (SVM) algorithms are among...
144
Voted
BMCBI
2005
15 years 3 months ago
2005
Background: Molecular profiling generates abundance measurements for thousands of gene transcripts in biological samples such as normal and tumor tissues (data points). Given such...
120
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Most of the existing approaches to collaborative filtering cannot handle very large data sets. In this paper we show how a class of two-layer undirected graphical models, called R...
141
Voted
WACV
2005
IEEE
15 years 9 months ago
2005
IEEE
We address the problem of clustering of contour images from hardware tools based on string descriptions, in a comparative study of cluster combination techniques. Several clusteri...