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Reliably assessing prediction reliability for high dimensional QSAR data

✍ Scribed by Huang, Jianping; Fan, Xiaohui

Book ID
118270042
Publisher
Springer
Year
2012
Tongue
English
Weight
774 KB
Volume
17
Category
Article
ISSN
1381-1991

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## Abstract This paper presents a new computational tool for predicting failure probability of structural/mechanical systems subject to random loads, material properties, and geometry. The method involves high‐dimensional model representation (HDMR) that facilitates lower‐dimensional approximation