99 search results - page 1 / 20 » On the Use of Neural Network Ensembles in QSAR and QSPR |
JCISD
2002
13 years 4 months ago
2002
APIN
2000
13 years 5 months ago
2000
Abstract. We present the application of Cascade Correlation for structures to QSPR (quantitative structureproperty relationships) and QSAR (quantitative structure-activity relation...
IJCNN
2006
IEEE
13 years 11 months ago
2006
IEEE
—A new application of the NN ensemble technique to improve the accuracy and stability of the calculation of NN emulation Jacobians is presented. The term “emulation” is defin...
ESANN
2004
13 years 6 months ago
2004
Ensemble algorithms can improve the performance of a given learning algorithm through the combination of multiple base classifiers into an ensemble. In this paper, the idea of usin...
IJCAI
2001
13 years 6 months ago
2001
Neural network ensemble is a learning paradigm where several neural networks are jointly used to solve a problem. In this paper, the relationship between the generalization abilit...