1395 search results - page 56 / 279 » Manifold Discriminant Analysis |
ICPR
2006
IEEE
14 years 4 months ago
2006
IEEE
This paper develops an unsupervised discriminant projection (UDP) technique for feature extraction. UDP takes the local and non-local information into account, seeking to find a p...
ICML
2006
IEEE
14 years 10 months ago
2006
IEEE
Dimensionality reduction is an important pre-processing step for many applications. Linear Discriminant Analysis (LDA) is one of the well known methods for supervised dimensionali...
TIT
2010
13 years 4 months ago
2010
Error estimation must be used to find the accuracy of a designed classifier, an issue that is critical in biomarker discovery for disease diagnosis and prognosis in genomics and p...
MICCAI
2004
Springer
14 years 10 months ago
2004
Springer
ICML
2007
IEEE
14 years 10 months ago
2007
IEEE
We propose a local, generative model for similarity-based classification. The method is applicable to the case that only pairwise similarities between samples are available. The c...