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» Application of kernels to link analysis
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CC
1999
Springer
107views System Software» more  CC 1999»
15 years 8 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
16 years 5 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»
15 years 4 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»
16 years 5 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
15 years 9 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