A new Neural Network ensemble heuristic for a predictor of the aldose reductase inhibitory activity

被引：0
|
作者：
Parra-Hernandez, P [1 ]
Laxdal, EM [1 ]
Dimopoulos, NJ [1 ]
Alexiou, P [1 ]
机构：
[1] Univ Victoria, Dept Elect & Comp Engn, Victoria, BC, Canada
来源：
2005 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), VOLS 1 AND 2 | 2005年
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D O I：
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中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we present a mechanism to obtain a Neural Network-based model that predicts an enzyme inhibitory activity of a group of. compounds. The mechanism selects the compounds, among a sparse set of that should be used to obtain models of the inhibitory activity of interest. That is, the mechanism is aimed to the selection of a training set of compounds which will ensure that the training of a Neural Network-based model will result in a system capable of generalization.
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页码：838 / 843
页数：6
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