120 search results - page 16 / 24 » Controlling overfitting with multi-objective support vector ... |
160
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SMC
2007
IEEE
16 years 20 days ago
2007
IEEE
—We carried out a series of experiments on text classification using multi-word features. An automated method was proposed to extract the multi-words from text data set and two d...
159
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SMC
2007
IEEE
16 years 20 days ago
2007
IEEE
—Existing learning-based multi-modal biometric fusion techniques typically employ a single static Support Vector Machine (SVM). This type of fusion improves the accuracy of biome...
154
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ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
We propose to study links between three important classification algorithms: Perceptrons, Multi-Layer Perceptrons (MLPs) and Support Vector Machines (SVMs). We first study ways to...
163
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JMLR
2002
15 years 6 months ago
2002
When constructing a classifier, the probability of correct classification of future data points should be maximized. We consider a binary classification problem where the mean and...
161
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JDCTA
2010
15 years 1 months ago
2010
This study develops a least squares support vector machines (LS-SVM) based model for bivariate process to diagnose abnormal patterns of process mean vector, and to help identify a...