627 search results - page 36 / 126 » Privacy-Preserving k-NN for Small and Large Data Sets |
102
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AAAI
2006
15 years 21 days ago
2006
We present a novel framework for multi-label learning that explicitly addresses the challenge arising from the large number of classes and a small size of training data. The key a...
SIGMOD
1996
ACM
15 years 3 months ago
1996
ACM
Decision support applications involve complex queries on very large databases. Since response times should be small, query optimization is critical. Users typically view the data ...
105
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SADM
2011
14 years 6 months ago
2011
Abstract: Visualizing data by graphing a response against certain factors, and conditioning on other factors, has arisen independently in many contexts. One is the interaction plot...
111
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KDD
2004
ACM
15 years 11 months ago
2004
ACM
In gene expression microarray data analysis, selecting a small number of discriminative genes from thousands of genes is an important problem for accurate classification of diseas...
CICLING
2004
Springer
15 years 4 months ago
2004
Springer
When text categorization is applied to complex tasks, it is tedious and expensive to hand-label the large amounts of training data necessary for good performance. In this paper, we...