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NIPS
1997
15 years 6 months ago
EM Algorithms for PCA and SPCA
I present an expectation-maximization (EM) algorithm for principal component analysis (PCA). The algorithm allows a few eigenvectors and eigenvalues to be extracted from large col...
Sam T. Roweis
171
Voted
ADHOC
2010
195views more  ADHOC 2010»
15 years 5 months ago
SDRT: A reliable data transport protocol for underwater sensor networks
In this paper, we investigate the reliable data transport problem in underwater sensor networks. Underwater sensor networks are significantly different from terrestrial sensor net...
Peng Xie, Zhong Zhou, Zheng Peng, Jun-Hong Cui, Zh...
ALGORITHMICA
2010
152views more  ALGORITHMICA 2010»
15 years 5 months ago
Gaming Prediction Markets: Equilibrium Strategies with a Market Maker
We study the equilibrium behavior of informed traders interacting with market scoring rule (MSR) market makers. One attractive feature of MSR is that it is myopically incentive com...
Yiling Chen, Stanko Dimitrov, Rahul Sami, Daniel M...
BMCBI
2006
133views more  BMCBI 2006»
15 years 5 months ago
Choosing negative examples for the prediction of protein-protein interactions
The protein-protein interaction networks of even well-studied model organisms are sketchy at best, highlighting the continued need for computational methods to help direct experim...
Asa Ben-Hur, William Stafford Noble
BMCBI
2007
142views more  BMCBI 2007»
15 years 5 months ago
Predicting and improving the protein sequence alignment quality by support vector regression
Background: For successful protein structure prediction by comparative modeling, in addition to identifying a good template protein with known structure, obtaining an accurate seq...
Minho Lee, Chan-seok Jeong, Dongsup Kim
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