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118
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BIOINFORMATICS
2005
71views more  BIOINFORMATICS 2005»
15 years 3 months ago
Semi-supervised protein classification using cluster kernels
A key issue in supervised protein classification is the representation of input sequences of amino acids. Recent work using string kernels for protein data has achieved state-of-t...
Jason Weston, Christina S. Leslie, Eugene Ie, Deng...
166
Voted
SDM
2012
SIAM
237views Data Mining» more  SDM 2012»
13 years 6 months ago
A Distributed Kernel Summation Framework for General-Dimension Machine Learning
Kernel summations are a ubiquitous key computational bottleneck in many data analysis methods. In this paper, we attempt to marry, for the first time, the best relevant technique...
Dongryeol Lee, Richard W. Vuduc, Alexander G. Gray
120
Voted
IPPS
1993
IEEE
15 years 7 months ago
"Unstable Threads" Kernel Interface for Minimizing the Overhead of Thread Switching
The performance of threads is limited primarily by the overhead of two kinds of switching: vertical switching (user/kernel domain switching) and horizontal switching (context swit...
Shigekazu Inohara, Kazuhiko Kato, Takashi Masuda
77
Voted
CDC
2008
IEEE
106views Control Systems» more  CDC 2008»
15 years 10 months ago
Kernel density estimation in adaptive tracking
Bernard Bercu, Bruno Portier
104
Voted
RTAS
1995
IEEE
15 years 7 months ago
From single to multiprocessor real-time kernels in hardware
Lennart Lindh, Johan Stärner, John Furunä...