most citedTaking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets

2 citations · 2 across the 1 of their papers we have counts for

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1 paper

cs.LG2014★ 2 cited

Taking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets

Michael Bloodgood, K. Vijay-Shanker

Actively sampled data can have very different characteristics than passively sampled data. Therefore, it's promising to investigate using different inference procedures during AL t…