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  • Search: subject:"one-class categorization"
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Subject
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machine learning 1 natural language processing 1 one-class categorization 1 pattern recognition 1 ranking by similarity 1 text similarity 1 unlabeled text documents 1
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Online availability
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Free 1
Type of publication
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Book / Working Paper 1
Language
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English 1
Author
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Darena, Frantisek 1 Svoboda, Arnost 1 Zizka, Jan 1
Institution
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Provozně ekonomická fakulta, Mendelova Univerzita v Brnĕ 1
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MENDELU Working Papers in Business and Economics 1
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RePEc 1
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Machine Learning-Based Search for Similar Unstructured Text Entries Using Only a Few Positive Samples with Ranking by Similarity
Zizka, Jan; Darena, Frantisek; Svoboda, Arnost - Provozně ekonomická fakulta, Mendelova Univerzita v Brnĕ - 2011
This research was inspired by the procedures that are used by human bibliographic searchers: Given some textual, only 'positive' (interesting) examples, coming from one category find the most similar ones that belong to a relevant topic. The problem of categorization of unlabeled relevant and...
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