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ESANN
2008
15 years 7 months ago
Comparison of sparse least squares support vector regressors trained in primal and dual
In our previous work, we have developed sparse least squares support vector regressors (sparse LS SVRs) trained in the primal form in the reduced empirical feature space. In this p...
Shigeo Abe
PPSN
2010
Springer
15 years 4 months ago
Comparison-Based Optimizers Need Comparison-Based Surrogates
Abstract. Taking inspiration from approximate ranking, this paper investigates the use of rank-based Support Vector Machine as surrogate model within CMA-ES, enforcing the invarian...
Ilya Loshchilov, Marc Schoenauer, Michèle S...
IWANN
2005
Springer
15 years 11 months ago
A Comparison of Evolutionary Approaches to the Shortest Common Supersequence Problem
The Shortest Common Supersequence problem is a hard combinatorial optimization problem with numerous practical applications. Several evolutionary approaches are proposed for this p...
Carlos Cotta
FSS
2007
82views more  FSS 2007»
15 years 5 months ago
An empirical test of some measurement-theoretic axioms for fuzzy sets
In the previous years some authors have been elaborating on the measurementtheoretic foundations of fuzzy set theory. A well-known problem in this approach is the difficult applic...
C. Desimpelaere, Thierry Marchant
JCC
2006
59views more  JCC 2006»
15 years 5 months ago
Comparison of implicit solvent models for the simulation of protein-surface interactions
Abstract: Empirical force field-based molecular simulations can provide valuable atomistic-level insights into protein
Yu Sun, Robert A. Latour