Semi-supervised Instance Matching Using Boosted Classifiers

Extended Semantic Web Conference, 2015.

Cited by: 33|Bibtex|Views13|Links
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Abstract:

Instance matching concerns identifying pairs of instances that refer to the same underlying entity. Current state-of-the-art instance matchers use machine learning methods. Supervised learning systems achieve good performance by training on significant amounts of manually labeled samples. To alleviate the labeling effort, this paper prese...More

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