Boris Chidlovskii

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Boris Chidlovskii is an author.


Only those publications related to wikis are shown here.
Title Keyword(s) Published in Language DateThis property is a special property in this wiki. Abstract R C
Multi-label Wikipedia Classification with Textual and Link Features English 2010 We address the problem of categorizing a large set of linked documents with important content and structure aspects, in particular, from the Wikipedia collection proposed at the INEX 2009 XML Mining challenge. We analyze the network of collection pages and turn it into valuable features for the classification. We combine the content-based and link-based features of pages to train an accurate categorizer for unlabelled pages. In the multi-label setting, we revise a number of existing techniques and test some which show a good scalability. We report evaluation results obtained with a variety of learning methods and techniques on the training set of the Wikipedia corpus. 0 0
Semi-supervised Categorization of Wikipedia Collection by Label Expansion English 2008 0 0