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118
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HAIS
2010
Springer
15 years 11 months ago
2010
Springer
The intuition behind ensembles is that different prediciton models compensate each other’s errors if one combines them in an appropriate way. In case of large ensembles a lot of...
176
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NAACL
2010
15 years 4 months ago
2010
The task of identifying the language of text or utterances has a number of applications in natural language processing. Language identification has traditionally been approached w...
173
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EMNLP
2010
15 years 4 months ago
2010
A word in one language can be translated to zero, one, or several words in other languages. Using word fertility features has been shown to be useful in building word alignment mo...
167
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GECCO
2010
Springer
15 years 11 months ago
2010
Springer
Abstract. We discuss the problem of model selection in Genetic Programming using the framework provided by Statistical Learning Theory, i.e. Vapnik-Chervonenkis theory (VC). We pre...
191
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ICMCS
2010
IEEE
15 years 7 months ago
2010
IEEE
We present an interactive visualization system for the analysis of Gaussian mixture speaker models. The system exhibits the inner workings of the model intuitively by visualizing ...