Extrapolation detection and novelty-based node insertion for sequential growing multi-experts network
Artificial neural networks (ANNs) have been used to construct empirical nonlinear models of process data. Because networks are not based on physical theory and contain nonlinearities, their predictions are suspect when extrapolating beyond the range of original training data. Standard networks give...
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| Main Authors: | , , |
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| Format: | Article |
| Published: |
2003
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| Subjects: | |
| Online Access: | http://eprints.um.edu.my/5161/ http://www.sciencedirect.com/science/article/pii/S1568494603000115 |
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