| Abstract
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<p>An analysis of biobasis function … <p>An analysis of biobasis function neural networks is presented, which shows that the similarity metric used is a linear function and that bio-basis function neural networks therefore often end up being just linear classifiers in high dimensional spaces. This is a consequence of four things: the linearity of the distance measure, the normalization of the distance measure, the recommended default values of the parameters, and that biological data sets are sparse.</p>biological data sets are sparse.</p>
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| Author
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Liwen You +
, Thorsteinn Rögnvaldsson +
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| Conference
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The 2007 International Joint Conference on Neural Networks
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| DOI
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http://dx.doi.org/10.1109/IJCNN.2007.4371226 +
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| Diva
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http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:327085
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| EndPage
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1778 +
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| HostPublication
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The 2007 International Joint Conference on Neural Networks : IJCNN 2007 conference proceedings : August 12-17, 2007, Resaissance Orlando Resort, Orlando, Florida, USA +
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| PublicationType
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Conference Paper +
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| Publisher
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IEEE Press +
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| Series
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International Conference on Neural Networks ; 2007 +
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| StartPage
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1774 +
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| Title
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Almost Linear Biobasis Function Neural Networks +
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| Year
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2007 +
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| Has queryThis property is a special property in this wiki.
|
Publications:Almost Linear Biobasis Function Neural Networks +
, Publications:Almost Linear Biobasis Function Neural Networks +
, Publications:Almost Linear Biobasis Function Neural Networks +
, Publications:Almost Linear Biobasis Function Neural Networks +
, Publications:Almost Linear Biobasis Function Neural Networks +
, Publications:Almost Linear Biobasis Function Neural Networks +
, Publications:Almost Linear Biobasis Function Neural Networks +
, Publications:Almost Linear Biobasis Function Neural Networks +
, Publications:Almost Linear Biobasis Function Neural Networks +
, Publications:Almost Linear Biobasis Function Neural Networks +
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| Categories |
Publication +
|
| Modification dateThis property is a special property in this wiki.
|
30 September 2016 20:40:53 +
|
