181
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MLDM
15 years 11 months ago
2005 Springer 
Face recognition is a challenging visual classification task, especially when the lighting conditions can not be controlled. In this paper, we present an automatic face recognitio...
180
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MLDM
15 years 11 months ago
2005 Springer 
Abstract. In supervised learning, discretization of the continuous explanatory attributes enhances the accuracy of decision tree induction algorithms and naive Bayes classifier. M...
153
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MLDM
15 years 11 months ago
2005 Springer 
We propose an unsupervised, probabilistic method for learning visual feature hierarchies. Starting from local, low-level features computed at interest point locations, the method c...
188
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MLDM
15 years 11 months ago
2005 Springer
Abstract. The ability to discover the topic of a large set of text documents using relevant keyphrases is usually regarded as a very tedious task if done by hand. Automatic keyphra...
170
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MLDM
15 years 11 months ago
2005 Springer
In the context of large databases, data preparation takes a greater importance : instances and explanatory attributes have to be carefully selected. In supervised learning, instanc...
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Machine Learning