IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Adaptive Pre-filtering Technique for Error-Reduction Sampling in Active Learning

2008 IEEE International Conference on Data Mining Workshops

Author(s): M. Davy ; S. Luz
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2008
Conference Location: Pisa, Italy
Conference Date: 15 December 2008
Page(s): 682 - 691
ISBN (CD): 978-0-7695-3503-6
DOI: 10.1109/ICDMW.2008.52
Regular:

Error-reduction sampling (ERS) is a high performing (but computationally expensive) query selection strategy for active learning. Subset optimisation has been proposed to reduce computational... View More

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