1006 search results - page 50 / 202 » A Case Study for Learning from Imbalanced Data Sets |
196
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IJCAI
2001
15 years 7 months ago
2001
For many supervised learning tasks it is very costly to produce training data with class labels. Active learning acquires data incrementally, at each stage using the model learned...
178
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BMCBI
2006
15 years 6 months ago
2006
Background: The subcellular location of a protein is closely related to its function. It would be worthwhile to develop a method to predict the subcellular location for a given pr...
193
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DATAMINE
2006
15 years 6 months ago
2006
Frequent pattern mining on data streams is of interest recently. However, it is not easy for users to determine a proper frequency threshold. It is more reasonable to ask users to ...
249
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VLDB
2007
ACM
16 years 6 months ago
2007
ACM
Although the presence of a schema enables many optimizations for operations on XML documents, recent studies have shown that many XML documents in practice either do not refer to ...
129
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JCDL
2005
ACM
15 years 11 months ago
2005
ACM
In this paper, we propose a machine learning approach to title extraction from general documents. By general documents, we mean documents that can belong to any one of a number of...