627 search results - page 40 / 126 » Privacy-Preserving k-NN for Small and Large Data Sets |
ECAI
2006
Springer
15 years 3 months ago
2006
Springer
Abstract. Machine learning approaches in natural language processing often require a large annotated corpus. We present a complementary approach that utilizes expert knowledge to o...
BMCBI
2010
14 years 11 months ago
2010
Background: Expression microarrays are increasingly used to obtain large scale transcriptomic information on a wide range of biological samples. Nevertheless, there is still much ...
WAIM
2009
Springer
15 years 3 months ago
2009
Springer
In the k-nearest neighbor (KNN) classifier, nearest neighbors involve only labeled data. That makes it inappropriate for the data set that includes very few labeled data. In this ...
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SDM
2007
SIAM
15 years 22 days ago
2007
SIAM
A frequently encountered problem in decision making is the following review problem: review a large number of objects and select a small number of the best ones. An example is sel...
ICNC
2005
Springer
15 years 4 months ago
2005
Springer
Abstract. In recent years, support vector machines (SVMs) have become a popular tool for pattern recognition and machine learning. Training a SVM involves solving a constrained qua...