19 search results - page 1 / 4 » ViSOM Ensembles for Visualization and Classification |
IWANN
2007
Springer
13 years 10 months ago
2007
Springer
In this paper ensemble techniques have been applied in the frame of topology preserving mappings in two applications: classification and visualization. These techniques are applied...
ICANN
2007
Springer
13 years 10 months ago
2007
Springer
Topology preserving mappings are great tools for data visualization and inspection in large datasets. This research presents a combination of several topology preserving mapping mo...
IDEAL
2007
Springer
13 years 10 months ago
2007
Springer
This work presents a research on the performance capabilities of an extension of the ViSOM (Visualization Induced SOM) algorithm by the use of the ensemble meta-algorithm and a lat...
CVPR
2007
IEEE
13 years 8 months ago
2007
IEEE
In this paper, we present a method of object classification within the context of Visual Surveillance. Our goal is the classification of tracked objects into one of the two classe...
CHI
2009
ACM
14 years 5 months ago
2009
ACM
Machine learning is an increasingly used computational tool within human-computer interaction research. While most researchers currently utilize an iterative approach to refining ...