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Noise reduction for instance-based learning with a local maximal margin approach.
Nicola Segata
Enrico Blanzieri
Sarah Jane Delany
Padraig Cunningham
Published in:
J. Intell. Inf. Syst. (2010)
Keyphrases
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noise reduction
instance based learning
maximal margin
hyperplane
signal to noise ratio
edge detection
rule induction
weight vector
instance selection
objective function
preprocessing
feature vectors
perceptron algorithm