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ICML
2005
IEEE
14 years 8 months ago
Generalized LARS as an effective feature selection tool for text classification with SVMs
In this paper we generalize the LARS feature selection method to the linear SVM model, derive an efficient algorithm for it, and empirically demonstrate its usefulness as a featur...
S. Sathiya Keerthi
GECCO
2006
Springer
110views Optimization» more  GECCO 2006»
13 years 11 months ago
A game-theoretic investigation of selection methods in two-population coevolution
We examine the dynamical and game-theoretic properties of several selection methods in the context of twopopulation coevolution. The methods we examine are fitness-proportional, l...
Sevan G. Ficici
ICARIS
2005
Springer
14 years 1 months ago
A Comparative Study of Real-Valued Negative Selection to Statistical Anomaly Detection Techniques
The (randomized) real-valued negative selection algorithm is an anomaly detection approach, inspired by the negative selection immune system principle. The algorithm was proposed t...
Thomas Stibor, Jonathan Timmis, Claudia Eckert
GECCO
2005
Springer
147views Optimization» more  GECCO 2005»
14 years 1 months ago
Unbiased tournament selection
Tournament selection is a popular form of selection which is commonly used with genetic algorithms, genetic programming and evolutionary programming. However, tournament selection...
Artem Sokolov, Darrell Whitley
CHI
2007
ACM
14 years 8 months ago
Game controller text entry with alphabetic and multi-tap selection keyboards
In this paper we present a longitudinal study comparing an alphabetical selection keyboard to a multi-tap selection keyboard using a game controller as input device. Our experimen...
Michaela Ngo Van, Thomas Grechenig, Thomas Kö...