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» On Randomized Lanczos Algorithms
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ICANN
2009
Springer
16 years 1 months ago
Almost Random Projection Machine
Backpropagation of errors is not only hard to justify from biological perspective but also it fails to solve problems requiring complex logic. A simpler algorithm based on generati...
Wlodzislaw Duch, Tomasz Maszczyk
VTS
2005
IEEE
102views Hardware» more  VTS 2005»
16 years 11 days ago
An Efficient Random Jitter Measurement Technique Using Fast Comparator Sampling
This paper describes a random jitter measurement technique using simple algorithms and comparator sampling. The approach facilitates using Automated Test Equipment (ATE) to valida...
Dongwoo Hong, Cameron Dryden, Gordon Saksena
WSC
2007
15 years 9 months ago
Analysis and generation of random vectors with copulas
Copulas are used in finance and insurance for modeling stochastic dependency. They comprehend the entire dependence structure, not only the correlations. Here they are estimated ...
Johann Christoph Strelen, Feras Nassaj
BMCBI
2010
150views more  BMCBI 2010»
15 years 7 months ago
Automatic structure classification of small proteins using random forest
Background: Random forest, an ensemble based supervised machine learning algorithm, is used to predict the SCOP structural classification for a target structure, based on the simi...
Pooja Jain, Jonathan D. Hirst
MOC
1998
144views more  MOC 1998»
15 years 6 months ago
Convergence of a random walk method for a partial differential equation
Abstract. A Cauchy problem for a one–dimensional diffusion–reaction equation is solved on a grid by a random walk method, in which the diffusion part is solved by random walk...
Weidong Lu