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EGC
2005
Springer
15 years 3 months ago
A Grid-Oriented Genetic Algorithm
Genetic algorithms (GAs) are stochastic search methods that have been successfully applied in many search, optimization, and machine learning problems. Their parallel counterpart (...
Jose Herrera, Eduardo Huedo, Rubén S. Monte...
RSFDGRC
2005
Springer
190views Data Mining» more  RSFDGRC 2005»
15 years 3 months ago
Finding Rough Set Reducts with SAT
Abstract. Feature selection refers to the problem of selecting those input features that are most predictive of a given outcome; a problem encountered in many areas such as machine...
Richard Jensen, Qiang Shen, Andrew Tuson
93
Voted
COLT
2004
Springer
15 years 3 months ago
Statistical Properties of Kernel Principal Component Analysis
The main goal of this paper is to prove inequalities on the reconstruction error for Kernel Principal Component Analysis. With respect to previous work on this topic, our contribu...
Laurent Zwald, Olivier Bousquet, Gilles Blanchard
92
Voted
ISMIR
2004
Springer
176views Music» more  ISMIR 2004»
15 years 3 months ago
The International Music Information Retrieval Systems Evaluation Laboratory: Governance, Access and Security
The IMIRSEL (International Music Information Retrieval Systems Evaluation Laboratory) project provides an unprecedented platform for evaluating Music Information Retrieval (MIR) a...
J. Stephen Downie, Joe Futrelle, David K. Tcheng
COOPIS
2003
IEEE
15 years 2 months ago
Advertising Games for Web Services
In: Proceedings of the Eleventh International Conference on Cooperative Information Systems (CoopIS-03), pp. 93–109, Springer-Verlag LNCS Series. c 2003 by Springer-Verlag. We a...
Alessandro Agostini, Paolo Avesani