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» Dimensionality reduction and generalization
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CGF
2008
109views more  CGF 2008»
15 years 6 months ago
A Resolution Independent Approach for the Accurate Rendering of Grooved Surfaces
This paper presents a method for the accurate rendering of path-based surface details such as grooves, scratches and similar features. The method is based on a continuous represen...
Carles Bosch, Xavier Pueyo, Stéphane M&eacu...
CORR
2010
Springer
168views Education» more  CORR 2010»
15 years 6 months ago
A Bayesian Review of the Poisson-Dirichlet Process
The two parameter Poisson-Dirichlet process is also known as the PitmanYor Process and related to the Chinese Restaurant Process, is a generalisation of the Dirichlet Process, and...
Wray L. Buntine, Marcus Hutter
CORR
2008
Springer
61views Education» more  CORR 2008»
15 years 6 months ago
Science mapping with asymmetrical paradigmatic proximity
We propose a series of methods to represent the evolution of a field of science at different levels: namely micro, meso and macro levels. We use a previously introduced asymmetric...
Jean-Philippe Cointet, David Chavalarias
CSDA
2006
142views more  CSDA 2006»
15 years 6 months ago
A Bayesian approach to bandwidth selection for multivariate kernel density estimation
: Kernel density estimation for multivariate data is an important technique that has a wide range of applications. However, it has received significantly less attention than its un...
Xibin Zhang, Maxwell L. King, Rob J. Hyndman
IJPRAI
2006
100views more  IJPRAI 2006»
15 years 6 months ago
Nearest Neighbor Discriminant Analysis
Linear Discriminant Analysis (LDA) is a popular feature extraction technique in statistical pattern recognition. However, it often suffers from the small sample size problem when ...
Xipeng Qiu, Lide Wu