559 search results - page 77 / 112 » Neural methods for non-standard data |
140
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NIPS
1998
15 years 3 months ago
1998
This paper introduces a method for regularization of HMM systems that avoids parameter overfitting caused by insufficient training data. Regularization is done by augmenting the E...
120
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IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
— We propose the Multiresponse Sparse Regression algorithm, an input selection method for the purpose of estimating several response variables. It is a forward selection procedur...
DIS
1999
Springer
15 years 6 months ago
1999
Springer
: This paper shows that a connectionist law discovery method called RF5X can discover a law in the form of a set of nominally conditioned polynomials, from data containing both nom...
117
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ANNPR
2008
Springer
15 years 3 months ago
2008
Springer
This paper presents a framework for multiclass vehicle type (Make and Model) identification based on oriented contour points. A method to construct a model from several frontal ve...
122
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SSPR
2004
Springer
15 years 7 months ago
2004
Springer
We present a novel clustering method using HMM parameter space and eigenvector decomposition. Unlike the existing methods, our algorithm can cluster both constant and variable leng...