2898 search results - page 35 / 580 » Ensemble Methods in Machine Learning |
CBMS
2004
IEEE
13 years 11 months ago
2004
IEEE
Ensemble techniques have been successfully applied in the context of supervised learning to increase the accuracy and stability of classification. Recently, analogous techniques fo...
IEEEIAS
2008
IEEE
14 years 2 months ago
2008
IEEE
To achieve high accuracy while lowering false alarm rates are major challenges in designing an intrusion detection system. In addressing this issue, this paper proposes an ensembl...
ECML
2007
Springer
14 years 1 months ago
2007
Springer
In this paper, we propose a new and general preprocessor algorithm, called CSRoulette, which converts any cost-insensitive classification algorithms into cost-sensitive ones. CSRou...
ESANN
2007
13 years 9 months ago
2007
A method for tuning MLP learning parameters in an ensemble classifier framework is presented. No validation set or cross-validation technique is required to optimize parameters for...
ICML
2009
IEEE
14 years 8 months ago
2009
IEEE
