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ANTSW
2006
Springer
14 years 15 days ago
Kernelization as Heuristic Structure for the Vertex Cover Problem
Abstract. For solving combinatorial optimisation problems, exact methods accurately exploit the structure of the problem but are tractable only up to a certain size; approximation ...
Stephen Gilmour, Mark Dras
CDC
2009
IEEE
180views Control Systems» more  CDC 2009»
14 years 2 days ago
Robustness analysis for Least Squares kernel based regression: an optimization approach
—In kernel based regression techniques (such as Support Vector Machines or Least Squares Support Vector Machines) it is hard to analyze the influence of perturbed inputs on the ...
Tillmann Falck, Johan A. K. Suykens, Bart De Moor
PADS
1999
ACM
14 years 1 months ago
Scheduling Critical Channels in Conservative Parallel Discrete Event Simulation
This paper introduces the Critical Channel Traversing (CCTJ algorithm, a new scheduling algorithm for both sequential and parallel discrete event simulation. CCT is a general cons...
Xiao Zhonge, Brian Unger, Rob Simmonds, John G. Cl...
ICCV
2009
IEEE
13 years 6 months ago
Bayesian Poisson regression for crowd counting
Poisson regression models the noisy output of a counting function as a Poisson random variable, with a log-mean parameter that is a linear function of the input vector. In this wo...
Antoni B. Chan, Nuno Vasconcelos
ICPP
2009
IEEE
14 years 3 months ago
Load Balance in the Phylogenetic Likelihood Kernel
—Recent advances in DNA sequencing techniques have led to an unprecedented accumulation and availability of molecular sequence data that needs to be analyzed. This data explosion...
Alexandros Stamatakis, Michael Ott