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162
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EMNLP
2006
15 years 8 months ago
2006
Discriminative learning methods are widely used in natural language processing. These methods work best when their training and test data are drawn from the same distribution. For...
160
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EPK
2006
15 years 8 months ago
2006
: The heterogeneity of different formats for EPCs is a major problem for model interchange between specialized tools in practice. In this paper, we compare three different formats ...
202
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ESANN
2006
15 years 8 months ago
2006
Usually time series prediction is done with regularly sampled data. In practice, however, the data available may be irregularly sampled. In this case the conventional prediction me...
167
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ESANN
2006
15 years 8 months ago
2006
Independent Component Analysis (ICA) is a powerful tool with applications in many areas of blind signal processing; however, its key assumption, i.e. the statistical independence o...
188
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ESANN
2006
15 years 8 months ago
2006
Blind source separation (BSS) has become one of the major signal and image processing area in many applications. Principal component analysis (PCA) and Independent component analys...