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IJON
2010
114views more  IJON 2010»
14 years 9 months ago
Optimization method based extreme learning machine for classification
Guang-Bin Huang, Xiaojian Ding, Hongming Zhou
SEAL
2010
Springer
14 years 10 months ago
Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods
In this paper, the authors compare a Monte Carlo method and an optimization-based approach using genetic algorithms for sequentially generating space-filling experimental designs....
Karel Crombecq, Tom Dhaene
ML
2002
ACM
145views Machine Learning» more  ML 2002»
14 years 11 months ago
Boosting Methods for Regression
In this paper we examine ensemble methods for regression that leverage or "boost" base regressors by iteratively calling them on modified samples. The most successful lev...
Nigel Duffy, David P. Helmbold