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JASIS
2006
90views more  JASIS 2006»
13 years 7 months ago
Can scientific journals be classified in terms of aggregated journal-journal citation relations using the Journal Citation Repor
The aggregated citation relations among journals included in the Science Citation Index provide us with a huge matrix which can be analyzed in various ways. Using principal compon...
Loet Leydesdorff
ICASSP
2011
IEEE
12 years 11 months ago
On the effectiveness of the Dark Channel Prior for single image dehazing by approximating with minimum volume ellipsoids
There is an increasing number of methods for removing haze and fog from a single image. One of such methods is Dark Channel Prior (DCP). The goal of this paper is to develop a mat...
Kristofor B. Gibson, Truong Q. Nguyen
ACL
2004
13 years 9 months ago
A Kernel PCA Method for Superior Word Sense Disambiguation
We introduce a new method for disambiguating word senses that exploits a nonlinear Kernel Principal Component Analysis (KPCA) technique to achieve accuracy superior to the best pu...
Dekai Wu, Weifeng Su, Marine Carpuat
ECLIPSE
2006
ACM
14 years 1 months ago
Generating run-time progress reports for a points-to analysis in Eclipse
Eclipse plug-ins have access to a rich collection of GUI components. One such component is the progress bar, which allows a long-running task to provide Eclipse users with feedbac...
Jason Sawin, Mariana Sharp, Atanas Rountev
ICML
2007
IEEE
14 years 8 months ago
Dimensionality reduction and generalization
In this paper we investigate the regularization property of Kernel Principal Component Analysis (KPCA), by studying its application as a preprocessing step to supervised learning ...
Sofia Mosci, Lorenzo Rosasco, Alessandro Verri