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106
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PR
2006
229views more  PR 2006»
15 years 16 days ago
FS_SFS: A novel feature selection method for support vector machines
In many pattern recognition applications, high-dimensional feature vectors impose a high computational cost as well as the risk of "overfitting". Feature Selection addre...
Yi Liu, Yuan F. Zheng
IJPP
2008
158views more  IJPP 2008»
15 years 3 days ago
The ParTriCluster Algorithm for Gene Expression Analysis
Analyzing gene expression patterns is becoming a highly relevant task in the Bioinformatics area. This analysis makes it possible to determine the behavior patterns of genes under...
Renata Braga Araújo, Guilherme Henrique Tri...
150
Voted
ERCIMDL
2010
Springer
126views Education» more  ERCIMDL 2010»
14 years 11 months ago
Uncovering Hidden Qualities - Benefits of Quality Measures for Automatically Generated Metadata
Abstract. Today, digital libraries more and more have to rely on semantic techniques during the workflows of metadata generation, search and navigational access. But, due to the st...
Sascha Tönnies, Wolf-Tilo Balke
ICPR
2008
IEEE
16 years 1 months ago
On using error bounds to optimize cost-sensitive multimodal biometric authentication
While using more biometric traits in multimodal biometric fusion can effectively increase the system robustness, often, the cost associated to adding additional systems is not con...
Norman Poh, Josef Kittler
142
Voted
CVPR
2008
IEEE
16 years 2 months ago
Object tracking and detection after occlusion via numerical hybrid local and global mode-seeking
Given an object model and a black-box measure of similarity between the model and candidate targets, we consider visual object tracking as a numerical optimization problem. During...
Zhaozheng Yin, Robert T. Collins