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» Application of kernels to link analysis
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CC
1999
Springer
107views System Software» more  CC 1999»
14 years 2 months ago
Link-Time Improvement of Scheme Programs
Abstract. Optimizing compilers typically limit the scope of their analyses and optimizations to individual modules. This has two drawbacks: rst, library code cannot be optimized to...
Saumya K. Debray, Robert Muth, Scott A. Watterson
ICML
2007
IEEE
14 years 10 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
JCB
2000
107views more  JCB 2000»
13 years 9 months ago
A Discriminative Framework for Detecting Remote Protein Homologies
A new method for detecting remote protein homologies is introduced and shown to perform well in classifying protein domains by SCOP superfamily. The method is a variant of support...
Tommi Jaakkola, Mark Diekhans, David Haussler
ICDE
2008
IEEE
150views Database» more  ICDE 2008»
14 years 11 months ago
Link Privacy in Social Networks
We consider a privacy threat to a social network in which the goal of an attacker is to obtain knowledge of a significant fraction of the links in the network. We formalize the ty...
Aleksandra Korolova, Rajeev Motwani, Shubha U. Nab...
ANSS
2002
IEEE
14 years 2 months ago
A Simulation Based Performance Analysis of a TCP Extension for Best-Effort Multimedia Applications
Since TCP is considered unsuitable for the majority of the emerging multimedia applications, these applications primarily use UDP transport together with proprietary congestion co...
Karl-Johan Grinnemo, Anna Brunstrom