1526 search results - page 222 / 306 » Classification of microarray data using gene networks |
135
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IJCAI
1989
15 years 4 months ago
1989
Multilayered feedforward neural networks possess a number of properties which make them particularly suited to complex pattern classification problems. However, their application ...
161
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BMCBI
2011
14 years 6 months ago
2011
Background: Graphical models of network associations are useful for both visualizing and integrating multiple types of association data. Identifying modules, or groups of function...
123
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ML
2006
ACM
15 years 3 months ago
2006
ACM
Backpropagation, similar to most learning algorithms that can form complex decision surfaces, is prone to overfitting. This work presents classification-based objective functions, ...
156
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BMCBI
2007
15 years 3 months ago
2007
Background: The recent increase in the use of high-throughput two-hybrid analysis has generated large quantities of data on protein interactions. Specifically, the availability of...
145
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NIPS
2001
15 years 4 months ago
2001
In the `missing data' approach to improving the robustness of automatic speech recognition to added noise, an initial process identifies spectraltemporal regions which are do...