371 search results - page 38 / 75 » Competitive Neural Network Training: A Multi-Resolution Appr... |
152
Voted
ICANN
2010
Springer
15 years 27 days ago
2010
Springer
We propose the so-called Support Feature Machine (SFM) as a novel approach to feature selection for classification, based on minimisation of the zero norm of a separating hyperplan...
143
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ICANN
2009
Springer
15 years 6 months ago
2009
Springer
In the paper a new measure of distance between events/observations in the pattern space is proposed and experimentally evaluated with the use of k-NN classifier in the context of b...
143
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FLAIRS
2004
15 years 4 months ago
2004
A new objective function for neural net classifier design is presented, which has more free parameters than the classical objective function. An iterative minimization technique f...
97
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ICANN
2005
Springer
15 years 8 months ago
2005
Springer
Parallel perceptrons (PPs), a novel approach to committee machine training requiring minimal communication between outputs and hidden units, allows the construction of efficient an...
155
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DAGSTUHL
2009
15 years 4 months ago
2009
We introduce and discuss the application of statistical physics concepts in the context of on-line machine learning processes. The consideration of typical properties of very large...