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» Dimensionality reduction and generalization
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NECO
2000
190views more  NECO 2000»
13 years 11 months ago
Generalized Discriminant Analysis Using a Kernel Approach
We present a new method that we call Generalized Discriminant Analysis (GDA) to deal with nonlinear discriminant analysis using kernel function operator. The underlying theory is ...
G. Baudat, Fatiha Anouar
TMI
2010
298views more  TMI 2010»
13 years 5 months ago
An Efficient Numerical Method for General Lp Regularization in Fluorescence Molecular Tomography
Abstract--Reconstruction algorithms for fluorescence tomography have to address two crucial issues : (i) the ill-posedness of the reconstruction problem, (ii) the large scale of nu...
Jean-Charles Baritaux, Kai Hassler, Michael Unser
ICSE
2008
IEEE-ACM
14 years 12 months ago
An empirical study of the effects of test-suite reduction on fault localization
Fault-localization techniques that utilize information about all test cases in a test suite have been presented. These techniques use various approaches to identify the likely fau...
Yanbing Yu, James A. Jones, Mary Jean Harrold

Publication
417views
14 years 7 months ago
Data Structures and Algorithms for Nearest Neighbor Search in General Metric Spaces
We consider the computational problem of finding nearest neighbors in general metric spaces. Of particular interest are spaces that may not be conveniently embedded or approximate...
Peter N. Yianilos
ACCV
2009
Springer
14 years 5 months ago
Twisted Cubic: Degeneracy Degree and Relationship with General Degeneracy
Fundamental matrix, drawing geometric relationship between two images, plays an important role in 3-dimensional computer vision. Degenerate configurations of space points and two ...
Tian Lan, Yihong Wu, Zhanyi Hu